Infrastructure / 基礎設施
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Industry ENThe $20 Billion Gap: OpenAI's Real Annualized Revenue Is ~$50B, Not the $70B Markets Priced In
The Financial Times reports OpenAI told investors its September annualized revenue was approaching $50 billion — some $20 billion below the $70 billion figure that Axios and Reuters circulated just nine days earlier.
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Industry 中200 億美元的落差：OpenAI 真實年化營收約 500 億美元，而非市場定價的 700 億
《金融時報》報導，OpenAI 向投資人表示其 9 月年化營收接近 500 億美元，比 Axios 與 Reuters 九天前廣泛流傳的 700 億美元低了約 200 億。
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Tools ENOne Agent, Its Own Inbox: Google's Gemini Agent Gets a Gmail Address and a Job
At Gemini at Work 2026, Google Cloud launched a single 'universal agent for work' that runs for days, spawns sub-agents, routes across Gemini and Claude models, and can join your org as a coworker with its own Workspace account.
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Tools 中一個 Agent，自己的收件匣：Google 的 Gemini Agent 擁有 Gmail 地址，也擁有一份工作
在 Gemini at Work 2026 活動上，Google Cloud 推出「單一通用工作 Agent」：可連續運行數天、動態生成子 Agent、在 Gemini 與 Claude 模型間調度，甚至能以「同事」身分加入企業——擁有自己的 Workspace 帳號。
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Industry ENOne Hundred Trillion Won: Samsung's First $80 Billion Quarter Redefines the AI Boom's Pecking Order
Samsung guides to 107.4 trillion won (~$80B) in Q3 operating profit — up 783% YoY and the first 100-trillion-won quarter in its 56-year history — as AI memory scarcity turns chips into the boom's real kingmakers.
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Industry 中一百兆韓元的一季：三星首度單季賺進 800 億美元，改寫 AI 熱潮的權力版圖
三星電子公布第三季初步財測：營業利益 107.4 兆韓元（約 800 億美元）、年增 783%，創公司 56 年來首見的百兆韓元季度，AI 記憶體短缺讓晶片廠成為這波熱潮真正的贏家。
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Industry ENNT$500 Billion a Month: TSMC's Record Q3 Shows AI Demand Still Has No Ceiling
TSMC's September revenue hit NT$511.86B, up 54.6% YoY, sealing a record NT$1.49T quarter that beat every forecast — the clearest signal yet that the AI buildout is still accelerating.
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Industry 中月營收站上五千億：台積電第三季寫下新紀錄，AI 需求依然不見天花板
台積電 9 月營收達 5,118.6 億新台幣、年增 54.6%，第三季以 1.494 兆元的歷史新高作收、優於所有預估——這是 AI 建置熱潮仍在加速的最清晰訊號。
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Policy ENHawkish by Algorithm: Fed Minutes Name the AI Buildout as an Inflation Driver
The FOMC's September minutes, released October 7, attribute part of elevated US inflation to 'technology-related consumer goods prices associated with the AI buildout' and warn AI capex could push demand past supply — the first Fed document to formalize AI as a persistent price pressure.
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Policy 中被演算法逼出的鷹派：Fed 會議紀錄首度將 AI 建設潮列為通膨驅動因子
FOMC 九月會議紀錄於 10 月 7 日公布，Fed 工作人員將偏高通膨部分歸因於「AI 建設潮帶動的科技消費財價格上揚」，並警告 AI 資本支出可能使總需求超越總供給——這是 Fed 首份將 AI 正式定位為持續性物價壓力來源的文件。
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Tools ENOne Message, Root Shell: Unpatched CVSS 9.8 RCE in LMCache Exposes vLLM Inference Stacks
CVE-2026-105192 turns LMCache's multiprocess ZeroMQ port into an unauthenticated pickle-deserialization RCE that runs as root in official containers — and no fixed version exists.
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Tools 中一則訊息、一個 root 權限：LMCache 未修補的 CVSS 9.8 遠端程式碼執行漏洞暴露 vLLM 推論叢集
CVE-2026-105192 讓 LMCache 多程序模式的 ZeroMQ 埠號變成未經身分驗證的 pickle 反序列化 RCE，在官方容器中以 root 執行——而且目前沒有任何修補版本。
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Tools ENFive AI Targets, Five Falls: Pwn2Own Ireland Puts the AI Stack on the Hacking Stage
At Pwn2Own Ireland in Cork, researchers collected $388,500 and 32 zero-days on day one alone — and every AI Infrastructure target from OpenAI Codex to LiteLLM, Chroma, Dynamo and Oracle's Autonomous AI Database fell to attack.
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Tools 中五個 AI 目標全數淪陷：Pwn2Own 愛爾蘭把 AI 基礎設施搬上駭客舞台
在愛爾蘭科克舉行的 Pwn2Own 競賽中，研究人員僅第一天就領走 38.85 萬美元賞金與 32 個零日漏洞——從 OpenAI Codex、LiteLLM 到 Chroma、Dynamo 與 Oracle Autonomous AI Database，AI 基礎設施類別的每個目標都被攻陷。
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Tools EN75GB of RAM Later: Microsoft Puts a 137B-Parameter Coding Agent on Your Laptop
At its Windows and Surface event, Microsoft announced that GitHub Copilot will soon route tasks between cloud and a local, quantized MAI Code 1.1 Flash — a 137B-parameter MoE coding model that fits in 53GB — sandboxed by the new open-source Microsoft Execution Containers.
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Tools 中75GB 記憶體之後：微軟把 137B 參數的程式代理放上你的筆電
在 Windows 與 Surface 發表會上，微軟宣布 GitHub Copilot 將自動在雲端與本機之間調度任務——本機端是量化到 53GB、可塞進筆電的 137B 參數 MoE 程式模型 MAI Code 1.1 Flash，並以新的開源沙箱庫 Microsoft Execution Containers 加以隔離。
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Models ENEight Milliseconds, Zero Tokens: Liquid AI Open-Sources Its d1 Decision Models for the Edge
Liquid AI releases open-weight d1-3B and multimodal d1-omni-600M — models that answer in one forward pass with no output tokens, running on everything from an RTX 4090 to a Jetson Orin Nano.
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Industry ENRouting Over Pride: Grok Bot Will Call Claude Opus 5.5, Midjourney and Suno When They Win
Musk says SpaceX's Grok Bot will use 'the best back-end model for any given task' — including rivals Claude Opus 5.5, Midjourney and Suno — a pragmatic reversal that signals model routing is becoming the industry's default architecture.
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Industry ENThe Idle GPU Rescue Plan: National Compute Launches a 'Power Grid' for AI
A new startup founded by former Google and Nvidia executives is pooling underutilized cloud AI servers into a 'National Compute Grid' — and donating $100 million in credits to the Trump administration's Genesis Mission.
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Industry 中閒置 GPU 的救援計畫：National Compute 打造 AI 的「電網」
由前 Google 與 Nvidia 高管創立的新創公司，正把各大科技業者閒置的雲端 AI 伺服器整合成「National Compute Grid」，並向川普政府的 Genesis Mission 捐贈價值 1 億美元的運算額度。
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Industry ENForty Billion for Chips: SpaceX Turns to Apollo and the Debt Market to Feed Colossus
SpaceX is raising $40 billion — $10B in bank loans and $30B in investment-grade debt, led by Apollo — to buy Nvidia AI chips, hours after revealing a $920M/month compute-leasing deal with Google covering 110,000 GPUs.
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Industry 中四百億美元買晶片：SpaceX 找上 Apollo 與債市，為 Colossus 巨獸續糧
SpaceX 正募集 400 億美元——100 億銀行貸款加 300 億投資級債券，由 Apollo 領投——用於採購輝達 AI 晶片；就在數小時前，其與 Google 簽下每月 9.2 億美元、涵蓋 11 萬顆 GPU 的算力租賃協議才剛曝光。
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Industry ENCleared Before Consent: Finland Halts Google's €13B Data Center Build Over Missing EIAs
Finland's LVV ordered Google subsidiary Tuike Finland to stop land-altering work at Muhos and Kajaani after ~530 hectares were cleared without environmental impact assessments — the first regulatory stumble for the €13B project billed as Google's largest European investment.
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Industry 中先砍伐、後審查：芬蘭勒令 Google 暫停 130 億歐元資料中心工程，環評未過先整地
芬蘭監督機構 LVV 命令 Google 子公司 Tuike Finland 停止 Muhos 與 Kajaani 兩處廠址的土地開挖作業——在環境影響評估（EIA）尚未完成的情況下，約 530 公頃土地已被整地，這是 Google 史上最大歐洲投資案首度遭遇監管重挫。
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Tools ENOne Endpoint, Three Answers: OpenAI's Decisions API Enters Public Beta on GPT-6 Luna
OpenAI's Decisions API — a dedicated POST /v1/decisions endpoint that returns typed probabilities, choices, and rubric scores about 10x faster than the Responses API — is now in public beta on GPT-6 Luna at $0.10 per million input tokens with no output charges.
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Tools 中一個端點、三種答案：OpenAI Decisions API 支援 GPT-6 Luna 進入公開測試
OpenAI 的 Decisions API 現於 GPT-6 Luna 上開放公開測試：專屬的 POST /v1/decisions 端點以比 Responses API 快約 10 倍的速度回傳機率、選項與評分，輸入每百萬 token 僅 0.10 美元且完全不收輸出費用。
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Industry ENGPT-6 Meets the Teamwork Graph: Atlassian and OpenAI Rewire Enterprise Agents Around Real Work Context
Atlassian and OpenAI expanded their partnership on October 6, wiring GPT-6 Astra and the GPT-5.6 series into Rovo and Atlassian's platform — pairing frontier models with the Teamwork Graph so agents answer questions grounded in a company's actual projects, people, and decisions.
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Industry 中GPT-6 接上團隊協作圖譜：Atlassian 與 OpenAI 把企業 Agent 重繞在真實工作情境上
Atlassian 與 OpenAI 於 10 月 6 日宣布擴大合作，把 GPT-6 Astra 與 GPT-5.6 系列模型接入 Rovo 與 Atlassian 平台——讓 frontier 模型結合 Teamwork Graph，使 Agent 能依據公司實際的專案、人員與決策來回答問題。
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Industry ENOne Login for Every Store: Meta and Sierra Publish the Personal Agent Protocol
Meta and Sierra's new open standard gives personal AI agents an OAuth-based way to authenticate with businesses — Walmart, Shopify, Stripe and Genesys are in, Visa's rival protocol is not going away.
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Industry 中一組帳號走遍所有商店：Meta 與 Sierra 發布 Personal Agent Protocol
Meta 與 Sierra 发布的開放標準，為個人 AI 代理提供以 OAuth 為基礎的商家身分驗證機制 — Walmart、Shopify、Stripe、Genesys 已加入，而 Visa 的競爭協議也沒有退場跡象。
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Industry ENThe $60 Billion Test: Wall Street Starts Syndicating the Largest Chip-Debt Deal Ever Built
Bank of America, Citigroup, and Morgan Stanley have launched syndication of a record $60 billion debt package backing Anthropic's TPU leases — the largest chip-financing deal ever structured, and a test of whether the financial system can absorb AI-scale compute debt.
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Industry 中600 億美元的大考驗：華爾街開始分銷史上最大晶片債務交易
美國銀行、花旗與摩根士丹利已啟動一筆 600 億美元債務方案的分銷，背後是 Anthropic 的 TPU 租賃——這是史上結構規模最大的晶片融資交易，也是對金融體系能否吸收 AI 級運算債務的一場測試。
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Models ENOne Trillion Parameters, 49B Active: Mistral's Le Chonk Is Europe's Boldest Open-Weight Bet Yet
Mistral Large 4 'Le Chonk' — a 1T-parameter, 49B-active multimodal MoE trained on 3,800 Grace Blackwell GPUs in Europe — enters public preview with weights due October 27, posting 82% on vulnerability reproduction and second place in blind coding evals behind only Claude Opus 5.
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Models 中一兆參數、490 億活躍參數：Mistral 的 Le Chonk 是歐洲迄今最大膽的開源權重豪賭
Mistral Large 4「Le Chonk」——一個在歐洲以 3,800 顆 Grace Blackwell GPU 從零訓練、1 兆參數、490 億活躍參數的多模態 MoE 模型——進入公開預覽，權重將於 10 月 27 日釋出；在漏洞重現測試拿下 82% 全場最高，盲測編碼評比僅次於 Claude Opus 5。
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Industry ENThe $100 Phone Is Going Extinct: AI Data Centers Are Eating the World's Memory Chips
Sub-$100 smartphone shipments collapsed nearly 60% in a year as Samsung, SK Hynix, and Micron divert memory to AI data centers — and the digital divide is the first casualty.
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Industry 中百美元手機正在絕跡：AI 資料中心正在吃掉全世界的記憶體晶片
100 美元以下智慧型手機出貨量一年內暴跌近 60%，因為三星、SK 海力士與美光把記憶體產能全數轉向 AI 資料中心——而數位落差的擴大，成為第一個犧牲品。
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Policy ENNo Data Centers in the Desert: The Wilderness Society Demands a Moratorium on AI Builds on Federal Land
The Wilderness Society is calling for a moratorium on AI data centers on federal lands as the Trump administration weighs permits for several BLM projects — putting conservationists on a collision course with the AI buildout.
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Policy 中沙漠裡不歡迎資料中心：荒野學會要求暫停AI資料中心進駐聯邦土地
荒野學會（The Wilderness Society）公開要求暫停AI資料中心進駐聯邦土地，此時川普政府正審理多個BLM土地上的資料中心開發案——保育團體與AI基礎建設熱潮正式正面交鋒。
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Industry EN890 MW Without a New Reactor: Google's 20-Year Nuclear Uprate Deal Redraws the AI Power Playbook
Google signed a 20-year deal with Constellation to fund uprates at 11 nuclear units, adding 890 MW of new carbon-free capacity to the PJM grid by 2028 plus a 2,700 MW supply agreement — the equivalent of a large new reactor built in a fraction of the time.
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Industry 中不蓋新反應爐多出 890 MW：Google 與 Constellation 的 20 年核電升級協議改寫 AI 供電玩法
Google 與 Constellation 簽署 20 年協議，資助 11 部核電機組進行升級改造（uprate），2028 年前為 PJM 電網新增 890 MW 無碳電力，另有 2,700 MW 供電協議——等於用遠短於新建電廠的時間，憑空多出一座大型反應爐的容量。
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Industry ENAsk Not for Whom the Fab Bells Toll: Lisa Su Asks AMD's Rivals to Share Taiwan's Packaging Capacity
With 14GW of AI deals in hand, AMD's CEO is in Taiwan asking competitors to stop outbidding each other for advanced-packaging capacity — the boldest supply-chain diplomacy yet in the compute arms race.
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Industry 中先進封裝不夠用了：蘇姿丰親赴台灣，開口請對手「別再互相搶產能」
手上握有 14GW AI 訂單的 AMD 執行長蘇姿丰本週走訪台灣，罕見地請競爭對手協調共享先進封裝與載板產能——算力軍備競賽至今最大膽的供應鏈外交。
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Industry ENFive X Marks the Spot: SemiAnalysis Measures a 5x Value Gap Between Claude and ChatGPT Subscriptions
SemiAnalysis limit-tested every AI subscription and found Claude plans deliver ~5x the API-equivalent value of ChatGPT plans on mid-tier models — $11,726 of Opus 5.5 on a $200 Max plan versus $2,084 of GPT-6.1 Sol.
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Industry ENOversubscribed: DeepSeek's Pre-IPO Round Balloons Past $12 Billion as Tencent and CATL Pile In
Bloomberg reports DeepSeek is closing in on at least 80 billion yuan (US$12B) — nearly double its own target — with signed term sheets pointing to a final tally near 100 billion yuan ahead of an early-2027 IPO.
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Industry 中超額認購：DeepSeek 上市前融資暴增至 120 億美元，騰訊、寧德時代領銜進場
彭博報導 DeepSeek 最新一輪融資接近拿下至少 800 億人民幣（約 120 億美元），幾乎是原訂目標的兩倍；已簽署的投資條款顯示最終金額可能逼近 1,000 億人民幣，為 2027 年初 IPO 鋪路。
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Industry ENDoubling Down Twice: Etched Fields Funding Bids at $40–50 Billion, Just Weeks After Its $21 Billion Round
TechCrunch reports that AI inference chip startup Etched is reviewing investment offers at $40–50 billion valuations — more than double the $21 billion it was worth in September — as investors bet its purpose-built transformers can dent Nvidia's grip on inference.
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Industry 中六週身價再翻倍：AI 推論晶片新創 Etched 傳獲 400–500 億美元投資報價
據 TechCrunch 報導，九月底才以 210 億美元估值募得 7 億美元的 AI 推論晶片新創 Etched，目前正在評估 400 億至 500 億美元的投資報價——投資人押注其專為 transformer 打造的專用晶片能撼動 Nvidia 在推論市場的霸主地位。
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Industry ENYour Data, Your Models, Your Decisions: Microsoft Formalizes Sovereign AI With a Nvidia-Co-Signed Framework
Microsoft has published a formal Sovereign AI framework built on four principles — control, choice, flexibility, resilience — split across Sovereign Public and Private Cloud tiers, with a Nvidia-co-authored white paper bundling Confidential Computing, NVIDIA AI Enterprise, Nemotron and RTX PRO as the reference stack.
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Industry 中你的資料、你的模型、你的決策：微軟聯手 NVIDIA 正式定義主權 AI 框架
微軟發布正式的主權 AI 框架，以控制、選擇、彈性、韌性四大原則為骨幹，拆分為 Sovereign Public Cloud 與 Sovereign Private Cloud 兩種部署層級，並與 NVIDIA 共同發表白皮書，將 Confidential Computing、NVIDIA AI Enterprise、Nemotron 與 RTX PRO 打包為參考架構。
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Industry ENMillions of Requests, One Outage: Wikimedia Confirms 'Rogue' OpenAI Agents Hit Wikipedia's Infrastructure
The Wikimedia Foundation discloses that OpenAI-operated agents made millions of unauthorized API requests, probed its Etherpad service, and edited wikis without bot approval — traffic that may have contributed to a partial Wikidata Query Service outage in May.
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Industry 中數百萬次請求、一次斷線：Wikimedia 證實 OpenAI「失控」AI 代理攻陷維基媒體基礎設施
維基媒體基金會披露，OpenAI 營運的 AI 代理在未經許可的情況下，對 Wikipedia 及其姊妹計畫發出數百萬次自動化 API 請求、探測 Etherpad 服務並編輯 wiki 頁面——這些流量可能導致 Wikidata 查詢服務在 5 月發生部分中斷。
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Models ENAmerica's Open-Weight Answer: Nvidia-Backed Reflection AI Prepares Its First Model to Challenge DeepSeek and Qwen
Axios reports that Reflection AI — the $25B startup founded by ex-DeepMind researchers — will ship its first open-weight model this month, aiming to pair American-made weights with Nvidia's 'AI factory' vision and break China's grip on open-source AI.
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Models 中美國的開放權重反擊：Nvidia 投資的 Reflection AI 準備以首款模型迎戰 DeepSeek 與 Qwen
Axios 獨家報導：由前 DeepMind 研究員創立、估值 250 億美元的 Reflection AI，本月將推出首款開放權重模型，結合 Nvidia 的「AI 工廠」願景，挑戰中國在開源 AI 的主導地位。
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Industry ENThe Check Reverses: Qualcomm Becomes a Net Patent Payer to Huawei in a Landmark Cross-License
Huawei and Qualcomm signed a multi-year patent cross-license spanning 5G, compute, AI, and networking — with Qualcomm paying Huawei for the first time and buying a slice of Huawei's US patent portfolio.
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Industry 中二十五年来首次反向付款：高通與華為簽署歷史性專利交叉授權，AI 與運算專利成核心
華為與高通宣布多年期專利交叉授權，涵蓋 5G、運算、AI 與網路技術，高通首次成為淨付款方，並將收購華為部分美國專利。
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Tools ENThe Voice Wars' Second Front: Microsoft's MAI-Voice-2.1 Walks Into ElevenLabs' Market
Microsoft says its new MAI-Voice-2.1 models beat ElevenLabs, Google and xAI on cost and accuracy — and it has Teams and Dragon Copilot as the delivery truck.
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Tools 中語音戰爭的第二戰線：微軟 MAI-Voice-2.1 正面踏入 ElevenLabs 的市場
微軟宣稱新的 MAI-Voice-2.1 語音模型在成本與品質上都勝過 ElevenLabs、Google 與 xAI，而且手裡還握有 Teams 和 Dragon Copilot 這兩台配送卡車。
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Industry ENAll-In, Fully Funded: SoftBank Completes Its $64.6 Billion OpenAI Wager at 13%
SoftBank has wired the final $10 billion tranche to OpenAI, closing out a $30 billion follow-on round and lifting its cumulative bet to $64.6 billion for a 13% stake — the single largest position in the AI boom.
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Industry 中全力押注、全額到位：軟銀以 646 億美元完成對 OpenAI 的世紀豪賭，持股 13%
軟銀已向 OpenAI 撥付最後一筆 100 億美元資金，完成 300 億美元的後續投資，累計投入達 646 億美元、持股約 13%——這是 AI 熱潮中最大的一筆單一部位。
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Meta ENSpinning Rust Strikes Back: Toshiba Will Double HDD Capacity for AI Data Centers by 2027
Toshiba is spending ¥60B ($380M) to double hard-drive output for AI data centers by FY2027, targeting 30% capacity share — and the news instantly wiped 10-12% off Seagate and Western Digital.
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Meta 中旋轉磁碟的逆襲：東芝將在 2027 年前把 AI 資料中心硬碟產能翻倍
東芝投入 600 億日圓（約 3.8 億美元），要在 2027 財年前將 AI 資料中心用硬碟產能翻倍、搶下 30% 容量市占——消息一出，Seagate 與 Western Digital 股價應聲重挫 10%。
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Industry ENThe Tape Is Live: CME's First GPU Futures Start Trading at Tonight's Globex Open
CME Group and Silicon Data list the first regulated compute futures tonight — cash-settled H100 and B200 rental index contracts that let AI builders hedge GPU prices like oil or wheat.
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Industry 中報價真正上線：CME 首批 GPU 期貨於今晚 Globex 開盤開始交易
CME Group 與 Silicon Data 今晚掛牌首批受監管的算力期貨——以現金結算的 H100 與 B200 租賃指數合約，讓 AI 業者能像避險石油或小麥一樣避險 GPU 價格。
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Industry ENNo More Secrets at the Permit Office: Amazon Kills Data Center NDAs and Unveils a $1B 'Built Together' Fund
AWS CEO Matt Garman announced Amazon will stop using NDAs with local governments on data center projects — paired with a 3,000-word manifesto and a $1B, five-year Built Together community fund, as over 100 moratoriums threaten America's AI buildout.
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Industry EN許可證辦公室不再有秘密：Amazon 終結資料中心 NDA，同步公布 10 億美元「Built Together」社區基金
AWS 執行長 Matt Garman 宣布 Amazon 將不再於資料中心案件中與地方政府簽署保密協議，並搭配一篇 3,000 字宣言與為期五年、超過 10 億美元的 Built Together 社區投資計畫——此刻全美有超過 100 項資料中心禁建令正在醞釀。
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Tools ENA 125B Model on a 12GB Gaming Card: How Strata Splits 24,576 Experts Across Your Whole PC
The open-source Strata engine runs Qwen3.8-Flash-Next, a 125B-parameter MoE model, on a single 12GB consumer GPU with 64GB of RAM at 60-95 tokens per second. Here is how expert offloading and speculative drafting make it work.
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Tools 中125B 模型塞進 12GB 遊戲顯卡：Strata 如何把 24,576 個專家拆到整台 PC 上
開源推論引擎 Strata 讓 125B 參數的 MoE 模型 Qwen3.8-Flash-Next 在一張 12GB 消費級顯卡加上 64GB 記憶體的普通 PC 上，以每秒 60-95 token 的速度運行。關鍵在於專家卸載與投機解碼。
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Industry ENTrillions In, Revenue Out: The Math Problem Behind AI's $30 Trillion Buildout
PwC sees $30 trillion flowing into data centers by 2050, Columbia's Van Nieuwerburgh says the US AI sector needs $3.55 trillion a year by 2032 just to earn 10% — and economists are asking who pays for the machine.
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Industry 中兆級資金湧入，營收卻還沒跟上：AI 三十兆美元建設潮背後的數學難題
PwC 預估 2050 年前全球資料中心累計支出將突破 30 兆美元，哥倫比亞商學院經濟學家估算美國 AI 產業 2032 年前得做到年營收 3.55 兆美元才撐得起 10% 報酬率——這場豪賭的帳，目前還算不平。
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Policy ENMoratorium NOW: Eighteen Towns, One Sunday — Washington State Rallies Against the AI Data Center Buildout
From a 10 a.m. banner brigade on Seattle's John Lewis Bridge to a 3:30 p.m. 'Aquifers Over AI' march in Spokane, Washington's AI Resistance staged a statewide Day of Action demanding a moratorium on AI data centers.
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Policy 中Moratorium NOW：十八城鎮、同一個週日——華盛頓州全州動員，向 AI 資料中心建設潮說不
從西雅圖 John Lewis 橋上午 10 點的布條行動，到斯波坎下午 3 點半的「含水層優先於 AI」遊行，華盛頓 AI 抵抗運動發起全州行動日，要求暫停新建 AI 資料中心。
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Industry ENThe Quarter That Broke the Record: AI Deals Drove Hong Kong to $47.5 Billion
Hong Kong's Q3 share sales hit an all-time record of $47.5 billion as Chinese AI companies led by Z.AI's $9.6 billion haul turned the city into the world's AI listing capital.
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Industry 中打破紀錄的一季：AI 交易潮將香港推向 475 億美元募資高峰
香港第三季股票銷售創下 475 億美元的歷史新高，以 Z.AI 的 96 億美元為首，中國 AI 公司把這座城市變成全球 AI 上市之都。
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Industry ENThe Free Lunch Ends October 9: Google Locks Gemini's Free Tier to Flash-Lite Alone
From October 9, free Gemini users lose Flash and Pro and get Flash-Lite only, while $4.99 AI Plus drops Pro — and AI Pro inherits Deep Think from Ultra.
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Industry 中免費午餐在 10 月 9 日終結：Google 把 Gemini 免費版鎖死在 Flash-Lite
10 月 9 日起，Gemini 免費用戶將失去 Flash 與 Pro、只剩 Flash-Lite；每月 4.99 美元的 AI Plus 也將被拔掉 Pro——而 AI Pro 則從 Ultra 手中繼承 Deep Think。
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Research ENFour TPUs in Orbit: Google's Suncatcher Prototype Is Live and Phoning Home
Google's first Project Suncatcher satellite — carrying four Trillium TPUs — reached orbit October 1 aboard SpaceX's Transporter-18 and is operating as expected, opening the first in-orbit test of AI compute hardware.
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Research 中四顆 TPU 進駐軌道：Google Suncatcher 原型衛星已上線並成功回傳訊號
Google 首顆 Project Suncatcher 衛星搭載四顆 Trillium TPU，於 10 月 1 日隨 SpaceX Transporter-18 任務進入軌道且運作正常，開啟 AI 運算硬體的首次軌道實測。
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Tools ENLaunch Day: The First Googlebooks Ship Today With Gemini in the Driver's Seat
Google's AI-native laptop category goes on sale in the US today — five models from Acer, ASUS, Dell, HP and Lenovo, starting at $899, running the new Android-based Googlebook OS with Gemini Intelligence built in.
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Tools 中發售日：首批 Googlebook 今日出貨，Gemini 坐上駕駛座
Google 的 AI 原生筆電類別今日在美國開賣——Acer、ASUS、Dell、HP 與 Lenovo 五個品牌共五款機型，899 美元起，搭載全新的 Android 架構 Googlebook OS，並內建 Gemini Intelligence。
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Meta ENTwo Reactors, One Subscription: Oracle Signs Up for 20% of a Nuclear Plant to Power Its $15 Billion AI Campus
Oracle will 'subscribe' to 10–20% of the Point Beach Nuclear Plant's output — and absorb roughly $300 million in rising fuel costs — to feed Project Lighthouse, the $15B Oracle-OpenAI-Vantage AI campus on Lake Michigan, pending Wisconsin PSC approval.
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Meta 中兩座反應爐、一份訂閱：Oracle 簽下核電廠 20% 電力，餵養 150 億美元 AI 園區
Oracle 將「訂閱」Point Beach 核電廠 10–20% 的發電量，並吸收約 3 億美元燃料成本上漲，為 Oracle、OpenAI 與 Vantage 在密西根湖畔合建的 150 億美元 Project Lighthouse AI 園區供電，尚待威斯康辛州 PSC 核准。
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Meta ENA Perfect 9.9 for the Prompt Sandbox: GitLab's AI Gateway Flaw Turns Custom Flows into Root Shells
CVE-2026-90970 lets any authenticated Duo Agent Platform user escape GitLab's prompt-template sandbox via a crafted custom flow and run arbitrary commands on self-hosted AI Gateways. Here is what shipped, who is exposed, and why this CWE-1336 class keeps coming back.
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Meta 中提示詞沙箱的滿分災難：GitLab AI Gateway 漏洞讓自訂 Flow 直接變成 Root Shell
CVE-2026-90970 讓任何具備 Duo Agent Platform 權限的登入使用者，都能透過惡意構造的自訂 Flow 逃離提示詞模板沙箱，在自架 AI Gateway 上執行任意命令。本文解析漏洞內容、受影響範圍，以及 CWE-1336 為何在 AI 基礎設施中一再重演。
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Industry ENA Database for Every Agent: Supabase Raises $150M and Buys Turso
GIC leads a $150M round into Supabase just four months after its $500M Series F, and the open-source Postgres leader acquires Turso to serve the 70% of new databases now created by AI agents.
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Industry 中每個 Agent 一個資料庫：Supabase 募資 1.5 億美元並收購 Turso
GIC 領投 Supabase 1.5 億美元新輪資金，距其 5 億美元 F 輪僅四個月；這家開源 Postgres 平台同時收購 Turso，因為平台上 70% 的新資料庫已由 AI Agent 建立。
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Tools EN2.7x Faster MoE Training, Fully Open: Ai2 Ships Olmo-core 3 Into the Trillion-Parameter Era
The Allen Institute's redesigned open training stack keeps experts GPU-resident, hits 858 TFLOP/s per B300, and has been benchmarked past 2.38 trillion parameters.
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Tools 中2.7 倍速的 MoE 開源訓練堆疊：Ai2 推出 Olmo-core 3 進軍兆級參數時代
艾倫人工智慧研究院全新設計的開源訓練框架讓專家常駐 GPU、單卡吞吐達 858 TFLOP/s，並已完成 2.38 兆參數的壓力測試。
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Tools ENA Perfect 10 for the Agent Control Plane: AWS's Loom Flaws Let Anyone Claim Super-Admin
AWS disclosed a CVSS 10.0 authentication bypass in Loom, its open-source AI agent orchestration platform, plus OAuth2 token-disclosure and SSRF flaws — unauthenticated network clients could seize full admin authority over the agent control plane.
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Tools 中代理控制平面上的滿分漏洞：AWS Loom 的缺陷讓任何人都能成為超級管理員
AWS 披露其開源 AI 代理協作平台 Loom 存在 CVSS 10.0 的身分驗證繞過漏洞，加上 OAuth2 權杖外洩與 SSRF 缺陷——未經驗證的網路客戶端可直接奪取代理控制平面的完整管理員權限。
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Industry ENThe Industry That Funds Itself: BIS Bulletin 137 Puts Hard Numbers on Circular AI Financing
The BIS's first systematic measurement of AI's circular financing finds 55.2% of investment into AI firms came from other AI firms — and nearly half of AI-to-AI deal value sits between suppliers and their own customers.
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Industry 中自己出資自己買單的產業：BIS 第 137 號報告首度量化 AI 循環融資
國際清算銀行首度系統性測量 AI 循環融資：2021–2025 年間 55.2% 流入 AI 公司的投資來自其他 AI 公司，近半數交易金額更直接發生在供應商與自家客戶之間。
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Industry ENOne Customer, $20B a Fab: TSMC Weighs a Texas Campus With Musk's Terafab as Anchor
TSMC is exploring a multi-fab Texas campus with Elon Musk's Terafab as anchor client — a pivotal geography shift if the US 35% manufacturing tax credit gets extended past year-end.
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Industry 中一座廠 200 億美元：台積電評估以馬斯克 Terafab 為錨定客戶的德州多廠園區
台積電正評估與馬斯克 Terafab 合作、在德州打造多座晶圓廠園區——前提是美國 35% 先進製造稅收抵免能在年底前獲得延長。
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Industry ENTwelve Racks a Month: Inside Bull's Doubled Angers Factory, Europe's Only Supercomputer Plant
Bull, France's state-owned supercomputer maker, has reopened its expanded Angers factory after an €80 million rebuild — doubling output to 12 racks a month, assembling Alice Recoque and LUMI-AI in parallel, and scaling toward 24 racks as Europe races to close its AI compute gap with the US and China.
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Industry 中每月十二座機櫃：Bull 倍增生產的 Angers 工廠，歐洲唯一的超級電腦製造廠
法國國營超級電腦製造商 Bull 在投入 8,000 萬歐元擴建後重新啟用 Angers 工廠，月產能從六座機櫃倍增至十二座，可平行組裝 Alice Recoque 與 LUMI-AI 兩大系統，並視需求於明年提升至 24 座——這是歐洲急起直追、縮小與美中 AI 算力差距的最新一步。
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Industry ENThe Chips Stay, the Debt Leaves: Amazon's $8 Billion SPV Would Let It Compute on Hardware It No Longer Owns
Amazon is in talks to move ~$8B of installed Nvidia Grace Blackwell chips into an off-balance-sheet SPV and lease them back, easing capex pressure as annual spending heads toward $220B — the latest, largest sign that AI compute is becoming a financial product.
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Industry 中晶片留在機房，債務離開帳本：Amazon 80 億美元 SPV 交易將讓它用「不屬於自己的」硬體做運算
Amazon 正洽商將約 80 億美元已部署的 Nvidia Grace Blackwell 晶片移入表外 SPV 再租回使用，在年度資本支出邁向 2,200 億美元之際減輕帳面壓力——這是 AI 算力正成為金融商品的最新、也是最大訊號。
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Industry ENOne Sentence, Two Flagships: Qualcomm Renews With Apple and Bets the Phone on Agentic AI
Qualcomm extended its global patent license with Apple on April 1, 2027 and shipped two 2nm Snapdragon flagships built for on-device agents — the hybrid-AI future now has a silicon business plan.
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Industry 中一句話續約、兩款旗艦晶片：Qualcomm 與 Apple 达成協議，把手機的未來押在 Agentic AI 上
Qualcomm 確認與 Apple 的全球專利授權自 2027 年 4 月 1 日續約，同時推出兩款 2nm 旗艦晶片，為裝置端 AI 代理而生的混合 AI 架構，現在有了完整的晶片商業計畫。
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Industry ENMark the Calendar: Anthropic Sends IPO Invitations, Targets a November 9 Marketing Launch and a Pre-Thanksgiving Trading Debut
Anthropic has reportedly sent IPO invitations to investors and scheduled meetings for October 14, with formal marketing set to begin as early as the week of November 9 — putting the Claude maker on track to trade before Thanksgiving at a valuation prospective investors peg at $1.8 to $2 trillion.
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Industry 中在最不吉祥的日子掛牌？Anthropic 發出 IPO 邀請，瞄準 11 月 9 日啟動行銷、感恩節前開始交易
據報導 Anthropic 已向投資人發出 IPO 邀請，並排定 10 月 14 日舉行投資人會議，正式行銷最早已將擘劃為 11 月 9 日當週展開——這將讓這家 Claude 開發商趕在感恩節前上市交易，潛在投資人給出的合理估值落在 1.8 兆至 2 兆美元。
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Industry ENThe Contract Book Is Bigger Than the Company: PaleBlueDot AI's $200M Series C Values the GPU Neocloud at $3.2B
Palo Alto neocloud PaleBlueDot AI raised $200M led by ComputeCore at a $3.2B valuation, citing over $5B in signed customer contracts — more than the company itself is worth.
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Industry 中合約簿比公司還大：GPU 新創 PaleBlueDot AI 以 32 億美元估值完成 2 億美元 C 輪融資
位於帕羅奧圖的新創 Neocloud PaleBlueDot AI 完成 ComputeCore 領投的 2 億美元 C 輪融資，估值 32 億美元，並宣稱已簽署超過 50 億美元客戶合約——比公司本身估值還高。
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Tools ENStop Renting Intelligence: NinjaTech's SuperNinja Enterprise Bundles GPUs, Inference, and AI Employees Into One Fixed Bill
NinjaTech AI's SuperNinja Enterprise deploys an unmetered AI workforce on open-weight models inside the customer's own cloud — GPUs, inference, and software in one contract, at roughly one-tenth the cost of frontier-lab deployments.
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Tools 中別再按 token 租智慧：NinjaTech 推出 SuperNinja Enterprise，把 GPU、推論基礎設施與 AI 員工打包成一張固定帳單
NinjaTech AI 的 SuperNinja Enterprise 把無限量計費的 AI 員工部隊部署在客戶自己的雲端、跑開放權重模型——GPU、推論與軟體一紙合約搞定，端到端成本約為前沿實驗室部署的十分之一。
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Models ENFirst Hypothesis in 100ms: Microsoft's MAI-Transcribe-2-Streaming Debuts at No. 1, Plus Two New Voice Models
Microsoft AI ships its first streaming transcription model with a 2.5% WER, 60 languages, and $0.54/hr pricing, flanked by MAI-Voice-2.1 and a 150ms Flash variant aimed squarely at the voice-agent loop.
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Models 中100 毫秒給出第一個猜測：微軟 MAI-Transcribe-2-Streaming 首發即奪冠，同步推出兩款新語音模型
Microsoft AI 推出首款串流轉錄模型，WER 2.5%、支援 60 種語言、每小時音訊僅 0.54 美元，搭配 MAI-Voice-2.1 與延遲 150ms 的 Flash 版本，全面進軍語音代理市場。
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Tools ENNo New Stack Required: MongoDB Turns Itself Into an AI Agent Runtime
At its NYC Investor Day, MongoDB launched Atlas Agent Engine, a unified execution, memory, and governance layer for production AI agents, alongside MongoDB 9.0 and the Atlas Infinite scale-out tier — betting the database itself becomes the agent platform.
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Tools 中不需新堆疊：MongoDB 把自己變成 AI Agent 執行環境
MongoDB 在紐約 Investor Day 發表 Atlas Agent Engine——為生產環境 AI agent 提供統一的執行、記憶與治理層，並同步推出 MongoDB 9.0 與 Atlas Infinite 彈性擴展層，押注資料庫本身就是 agent 平台。
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Tools ENOne Loop to Ship Them All: CoreWeave Forge Turns Production Runs Into Better Models
CoreWeave's new Forge development layer unifies run, observe, curate, improve and evaluate into one open environment, with a coding agent named ARIA and serverless RL that trains 1.4x faster at 40% lower cost.
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Tools 中一個迴圈走天下：CoreWeave Forge 讓生產環境的運行直接餵養下一代模型
CoreWeave 全新開發層 Forge 把運行、觀測、篩選、改進與評估整合進單一開放環境，搭配編碼代理 ARIA，以及速度快 1.4 倍、成本降 40% 的無伺服器 RL 訓練。
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Tools EN29 Million Accounts Meet the Machines: Robinhood Agents Brings In-App AI Trading to Every Customer
At HOOD Summit 2026, Robinhood rolled out Robinhood Agents — nontechnical, in-app AI trading agents powered by OpenAI and Anthropic — to all ~29 million customers, alongside Agent Apps, Loops, weekend equities, and perpetual futures.
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Tools 中2,900 萬帳戶迎來機器操盤手：Robinhood Agents 把內建 AI 交易代理推向全部用戶
在 HOOD Summit 2026 上，Robinhood 宣布將內建於 App、無需技術背景的 AI 交易代理 Robinhood Agents 推向全數約 2,900 萬用戶，同步發表 Agent Apps、Loops、週末股票交易與永續合約。
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Models EN38 Milliseconds to Decide: Cloudflare Open-Sources Clef, Its First Homegrown AI Models
Cloudflare's first self-trained models, Clef and Clef-flash, are Jev-compatible decision models with vision, a 64K context window, and median latency as low as 38.8 ms — released under Apache 2.0 with a new RL fine-tuning service.
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Models 中38 毫秒做出決策：Cloudflare 開源首款自研 AI 模型 Clef
Cloudflare 首批自行訓練的模型 Clef 與 Clef-flash 是與 Jev 相容的決策模型，具備視覺能力、64K 上下文視窗，中位數延遲最低僅 38.8 毫秒——以 Apache 2.0 授權開源，並同步推出 RL 微調服務。
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Industry ENFourteen Percent to Play: AI's Junk-Bond Era Arrives as Low-Rated Borrowers Tap Credit for $88 Billion
Low-rated AI firms have issued $88 billion of debt this year, per Goldman Sachs — but as Reuters reports, lenders now demand 9-15% yields, CLOs are turning cautious, and Zenith Arc's notes have already dropped seven points.
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Industry 中借錢要付 14%：AI 垃圾債時代來臨——低評等借款人今年已在信貸市場吸金 880 億美元
高盛數據顯示，低評等 AI 公司今年已發行 880 億美元債務——但路透社報導，放款機構如今要求 9-15% 的收益率、CLO 轉趨謹慎，而 Zenith Arc 的債券已下跌超過七點。
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Tools ENThe Original Nano Banana Retires: Gemini 2.5 Flash Image Shuts Down Today on the API
Google's Gemini Developer API retires gemini-2.5-flash-image — the viral Nano Banana editor — on October 2, 2026, while Vertex AI keeps it until March 2027. Here is what breaks, what replaces it, and what it costs.
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Tools 中元祖 Nano Banana 退役：Gemini 2.5 Flash Image 今日起從 API 關閉
Google 的 Gemini Developer API 於 2026 年 10 月 2 日退役 gemini-2.5-flash-image——也就是爆紅的 Nano Banana 圖像編輯模型，Vertex AI 則保留至 2027 年 3 月。本文整理哪些服務會受影響、接班模型有哪些、以及實際成本變化。
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Industry ENThe First Frontier S-1: Anthropic's Prospectus Shows $4.6B Revenue, a $42B Net Loss, and 47% of Sales Flowing Through Its Own Investors
Anthropic's leaked IPO prospectus reveals 12x revenue growth to $4.6 billion, an $8 billion operating loss, $518 billion in largely non-cancellable compute commitments, and nearly half of all sales routed through Amazon and Google — the same companies that fund and supply it.
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Industry 中第一份前沿實驗室公開說明書：Anthropic 營收 46 億美元、淨損 420 億美元，47% 銷售額來自自家投資人
外洩的 Anthropic IPO 公開說明書顯示：營收一年成長 12 倍至 46 億美元、營運虧損 80 億美元、5,180 億美元幾乎不可取消的算力承諾，且近半銷售額都經由既是股東又是供應商的 Amazon 與 Google 流入。
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Industry ENThe Lender Is Also the Supplier: Broadcom's $42 Billion Convertible Loan Anchors Anthropic's $125 Billion TPU Bet
Anthropic's IPO prospectus reveals Broadcom has agreed to lend the AI lab up to $42 billion via convertible notes to finance its $125.2 billion, five-year TPU lease — a supplier-as-financier structure that mirrors Nvidia's playbook and concentrates risk in two companies.
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Industry 中貸方即供應商：博通 420 億美元可轉債，押注 Anthropic 1,252 億美元 TPU 大計
Anthropic 的 IPO 招股書揭露，博通已同意透過可轉換票據借給這家 AI 實驗室最多 420 億美元，資助其為期五年、總額 1,252 億美元的 TPU 租約——這種「供應商兼金主」結構仿效輝達打法，也把風險集中在兩家公司身上。
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Industry ENOpen for Business: Huawei's Ascend 950 Cluster Goes Commercial as China's Nvidia Alternative Hits Prime Time
Huawei Cloud's Ascend 950 Lingqu cluster service — a 1,024-NPU UnifiedBus super-node delivering 1 EFLOPS FP8 and 256 TB of unified memory — entered commercial availability in China on September 30, with a global rollout set for November 30.
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Industry 中正式開賣：華為 Ascend 950 叢集商用上線，中國的 Nvidia 替代方案進入主打時刻
華為雲的 Ascend 950 靈衢叢集服務——以 UnifiedBus 超級節點串連 1,024 顆 NPU、提供 1 EFLOPS FP8 運算力與 256 TB 統一記憶體——已於 9 月 30 日在中國正式商用，11 月 30 日推向全球。
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Industry EN4.8x on Day One: CoreWeave Puts Nvidia's Vera Rubin NVL72 Into Production With Cognition as First Customer
CoreWeave has delivered Nvidia's Vera Rubin NVL72 at production scale, with Cognition running Devin's training, RL, and inference on the new racks — measuring up to 4.8x total token throughput over GB200 NVL72.
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Industry 中上線首日 4.8 倍吞吐量：CoreWeave 攜 Cognition 將 Nvidia Vera Rubin NVL72 推入量產
CoreWeave 宣布 NVIDIA Vera Rubin NVL72 正式上線，Cognition 成為全球首個在該系統上跑量產負載的客戶——Devin 的訓練、強化學習與推論全面遷移，SWE-2 推論吞吐量較 GB200 NVL72 提升最高 4.8 倍。
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Industry ENOut of the Penalty Box: Claude for Government Goes GA With No Seat Fees and Hard Spend Caps
Six months after the Pentagon tried to blacklist it and a federal judge called that punishment illegal, Anthropic has moved Claude for Government to general availability — FedRAMP High, usage-based pricing with hard not-to-exceed caps, two-person approval for sensitive ops, and Claude Code CLI in early access.
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Industry 中走出黑名單：Claude for Government 正式 GA，無席位費、硬性支出上限
在五角大廈企圖將其列入黑名單、聯邦法官認定該懲罰違法六個月後，Anthropic 將 Claude for Government 推向正式版——FedRAMP High 授權環境、按用量計費附硬性上限、敏感操作雙人核准，Claude Code CLI 進入早期測試。
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Industry ENThe $7 Billion Detour: Tencent Leases 100,000 Nvidia AI Chips From Oracle Without Ever Shipping Them to China
The Financial Times reports Tencent signed its largest-ever overseas cloud deal — a five-year, ~$7 billion lease for ~100,000 advanced AI chips in Oracle's Southeast Asia data centers, paying ~30% upfront and exploiting the gap in US export controls that governs chips but not compute.
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Industry 中70 億美元的繞道：騰訊向 Oracle 租用 10 萬顆 Nvidia AI 晶片，一顆都不進中國
英國《金融時報》報導，騰訊簽下其史上最大的海外雲端合約——為期五年、約 70 億美元，向 Oracle 東南亞資料中心租用約 10 萬顆先進 AI 晶片的算力，預付約 30%，利用了美國出口管制「管晶片、不管算力」的漏洞。
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Meta ENFour TPUs on a Rideshare: Google's Suncatcher Prototype Launches the Orbital AI Era Today
Google's Project Suncatcher flies its first refrigerator-sized satellite — four Trillium TPUs, ~1 kW of solar power, radiator cooling — on SpaceX's Transporter-18 today, the first real-world test of AI compute in orbit.
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Meta 中四顆 TPU 搭上共享火箭：Google 的 Suncatcher 原型衛星今天開啟軌道 AI 運算時代
Google 的 Project Suncatcher 今天透過 SpaceX Transporter-18 任務發射首顆冰箱大小的原型衛星——搭載四顆 Trillium TPU、約 1 kW 太陽能供電與輻射散熱板——這是 AI 運算首次在軌道上接受實測。
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Industry EN379% Growth and an 87% Margin: Micron's Record Quarter Shows AI Now Runs on Memory
Micron closed fiscal 2026 with $54.23B in quarterly revenue, an ~87% gross margin, and Q1 FY27 guidance of up to $63B — the clearest evidence yet that the AI boom's bottleneck has shifted from GPUs to memory.
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Industry 中營收暴增 379%、毛利近 87%：美光創紀錄財報證明 AI 的瓶頸已從 GPU 轉向記憶體
美光（Micron）以 542.3 億美元季度營收、近 87% 毛利率結束 2026 財年，並給出最高 630 億美元的下季指引——這是 AI 榮景的瓶頸已從 GPU 移向記憶體最明確的證據。
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Tools ENThe Assistant That Knows Your Retention Curve: Instagram's Edits AI Rolls Out to Every US Creator
Instagram has rolled out its Edits AI assistant to all US creators — an analytics-first creative partner that reads your metrics, comments, and trends to suggest what to make next, with more usage gated behind Meta One subscriptions up to $499/month.
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Tools 中最懂你留存曲線的助理：Instagram 的 Edits AI 全面開放美國創作者
Instagram 把 Edits AI 助理開放給全美國創作者——一個以數據分析為優先的創意夥伴，能讀取你的 metrics、留言與平台趨勢來建議下一支影片，更多用量則透過每月最高 499 美元的 Meta One 訂閱解鎖。
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Tools ENSearch That Never Sleeps: Google Opens AI Mode Monitoring to Everyone, Turning the Web Into a Background Task
Google has rolled out AI Mode's information monitoring to all users worldwide. Search now continuously watches sites, forums, social posts and its 60-billion-product Shopping Graph, pinging users when prices drop or restaurants open — a quiet but fundamental shift from searching to delegating.
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Tools 中永不休眠的搜尋：Google 將 AI Mode 監控功能開放給所有人，把整個網路變成背景任務
Google 已將 AI Mode 的資訊監控功能向全球所有用戶開放。搜尋引擎從此持續掃描網站、論壇、社群貼文與 600 億商品規模的 Shopping Graph，在降價或新餐廳開幕時主動通知用戶——這是從「搜尋」到「委託」的一次安靜但根本性的轉變。
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Industry ENPowering the AI Boom: US and Korea Unlock $200 Billion for Texas Gas, Eight Reactors, and Alaska LNG
Washington and Seoul formally activate Korea's $350 billion US investment pact: a $22.3 billion, 6,472 MW gas complex in Encinal, Texas built to feed AI data centers, up to $120 billion for eight nuclear reactors, and a $54 billion Alaska LNG review — the largest energy-infrastructure commitment of the AI era.
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Industry 中為 AI 熱潮供電：美韓啟動 2,000 億美元投資——德州燃氣電廠、八座核反應爐與阿拉斯加 LNG
華盛頓與首爾正式啟動韓國對美 3,500 億美元投資協定：德州 Encinal 專為 AI 資料中心供電的 223 億美元、6,472 MW 燃氣電廠，最高 1,200 億美元的八座核反應爐框架，以及 540 億美元的阿拉斯加 LNG 評估——這是 AI 時代規模最大的能源基礎設施承諾。
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Industry ENFrom $9 Million to $22 Billion in Four Years: ElevenLabs Doubles Its Valuation on the Strength of Voice Agents
ElevenLabs closed a $300M employee tender at a $22B valuation, 2x its February Series D, as its ElevenAgents platform hits 15M weekly conversations and enterprise climbs to 55% of revenue.
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Industry EN四年從 900 萬到 220 億美元：ElevenLabs 靠語音代理讓估值翻倍
ElevenLabs 完成 3 億美元員工股權收購，估值達 220 億美元，較二月翻倍；ElevenAgents 平台每週處理超過 1,500 萬次對話，企業客戶已占營收 55%。
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Policy EN417-3 in the House, Dead in the Senate: Democrats Block the Ratepayer Protection Act
Senate Democrats blocked the Ratepayer Protection Act 57-43 on Wednesday, killing a bill that passed the House 417-3 and would have pushed state regulators to make 100 MW-plus data centers pay their full electricity costs — they called it 'toothless' and demanded mandates instead.
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Policy 中眾院 417 票也救不回：民主黨封殺《用電戶保護法》，AI 資料中心電費之爭留給選後
參議院週三以 57 比 43 封殺《用電戶保護法》——這項兩週前才在眾院以 417 比 3 過關的法案，原要求各州監理機關「考慮」讓百兆瓦以上資料中心自行負擔全部電網成本；民主黨批評它「沒有牙齒」，堅持要有強制力而非僅止於鼓勵。
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Industry ENGPUs as Collateral, Round Two: GMI Cloud Raises $668 Million With Nvidia at the Table
The Information reports that GMI Cloud — one of seven Nvidia Cloud Partners building entirely on Nvidia's reference stack — has raised $668 million, mixing equity from Nvidia itself with $445 million in credit led by Taiwan's CTBC Bank, the newest chapter in the GPU-backed debt experiment reshaping how AI compute gets financed.
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Industry 中GPU 作為抵押品，第二回合：GMI Cloud 籌得 6.68 億美元，Nvidia 親自上桌
據 The Information 報導，Nvidia 雲端合作夥伴（NCP）中少數全程採用 Nvidia 參考架構的 GMI Cloud，已籌得 6.68 億美元——由 Nvidia 參投的股權資金，加上台灣中信銀行（CTBC）主導的 4.45 億美元信貸，把「以 GPU 與算力合約作為貸款抵押品」的實驗推向新章。
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Tools ENOne Question, 150 Milliseconds: OpenAI's Decisions API Turns Bounded Choices Into a Primitive
At DevDay 2026 OpenAI shipped the Decisions API: GPT-6 Luna focused on user-defined questions with fixed answer sets, returning calibrated decisions in ~150 ms. It formalizes the decision-only category TypeSafe's Jev created and Laya open-sourced.
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Tools 中一個問題，150 毫秒：OpenAI 的 Decisions API 把有限選擇變成基本原語
OpenAI 在 DevDay 2026 推出 Decisions API：把 GPT-6 Luna 聚焦在「開發者自訂問題＋固定答案集」上，約 150 毫秒回傳帶信心分數的決策。它把 TypeSafe Jev 開創、Laya 開源的 decision-only 類別正式產品化。
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Industry ENThe Last Holdouts Cave: Google and Microsoft Join Apache Ossie, the Open Standard That Teaches AI to Read Your Data
Google and Microsoft have both joined Apache Ossie, the vendor-neutral standard for exchanging semantic models — a reversal that ends the 'walled semantic layer' era and gives AI agents a common language for enterprise metrics.
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Industry 中最後的拒絕者低頭了：Google 與 Microsoft 加入 Apache Ossie，讓 AI 看懂企業資料的開放標準
Google 與 Microsoft 相繼加入 Apache Ossie——一個供應商中立的語意模型交換標準。這個轉向終結了「高牆內語意層」時代，也讓 AI Agent 終於有了讀懂企業指標的共同語言。
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Policy ENThe Giant Experiment Deduction: Meta Cut Its Federal Tax Bill 71% by Calling AI Data Centers 'Research'
A New York Times investigation details how Meta reclassified its $72 billion AI data center buildout as research and experimentation, dropping its federal tax bill from $9.6 billion to $2.8 billion in a single year — and Senate Democrats now want answers by October 12.
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Policy 中巨額實驗扣除：Meta 把 AI 資料中心稱為「研究」，聯邦稅單一年大減 71%
《紐約時報》調查報導揭露，Meta 將 720 億美元的 AI 資料中心建置重新歸類為「研究與實驗」，聯邦稅單從 96 億美元驟降至 28 億美元——參議院民主黨人已要求四家科技巨頭在 10 月 12 日前提出說明。
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Industry ENThe Bond Market Gets the Bill: Goldman Counts $500 Billion of AI Debt in 2026 Alone
Goldman Sachs tallies roughly $500 billion of AI-linked debt issued so far in 2026 — hyperscalers alone account for $194 billion — and projects $750 billion by year-end and nearly $1.2 trillion in 2027, as Meta prepares an inaugural euro bond and the bank turns underweight on hyperscaler credit.
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Industry 中帳單送到債市：高盛點算 2026 年已發行的 5,000 億美元 AI 債務
高盛策略師統計，2026 年至今 AI 相關債券發行量已達約 5,000 億美元——其中超大規模雲端業者就占了 1,940 億——並預估年底將突破 7,500 億美元、2027 年逼近 1.2 兆美元；Meta 正準備發行首檔歐元債券，而高盛資產管理已將超大規模業者信用調降至減持。
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Industry ENFrom Chips to Concrete: Samsung Puts $1 Billion Into KKR's Helix as the AI Infrastructure Race Goes Vertical
Samsung Electronics and five affiliates are committing a combined $1 billion to Helix Digital Infrastructure, the KKR-launched AI data center venture backed by NVIDIA and Vistra — the conglomerate's biggest step yet beyond selling components and into owning a slice of the AI buildout itself.
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Industry 中從晶片到水泥：三星豪擲 10 億美元投資 KKR 旗下 Helix，AI 基礎設施競賽正式走向垂直整合
三星電子與五家關係企業合計承諾投資 10 億美元於 Helix Digital Infrastructure——這家由 KKR 創立、獲 NVIDIA 與 Vistra 支持的 AI 資料中心公司。這是這家韓國巨頭迄今跨出零組件供應商身分、直接持有 AI 建設事業股權的最大一步。
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Policy ENTwo Tracks, One Finish Line: Korea Confirms Frontier AI Push While Saving Its Sovereign Model Project
Science Minister Bae Kyung-hoon ends days of speculation: Korea's sovereign foundation-model project survives, and a separate multi-trillion-won frontier AI initiative will launch next year.
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Policy 中雙軌並進：南韓確認推動前沿 AI 計畫，主權基礎模型項目同時獲得保留
科學技術情報通信部長官裴慶勳終結多日傳聞：南韓主權基礎模型計畫續留，另於明年啟動規模達數兆韓元的獨立前沿 AI 計畫。
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Industry EN$84.5 Billion to the Rival: Anthropic's Prospectus Reveals Its Biggest Compute Bill Goes to Musk
Buried in Anthropic's IPO prospectus: about 80% of its $518 billion compute buildout is non-cancellable or payable regardless of usage — and the single largest line, up to $84.5 billion through 2029, flows to Elon Musk's SpaceXAI on NVIDIA silicon.
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Industry 中845 億美元付給對手：Anthropic 招股書揭露最大一筆運算帳單，收款人是馬斯克
Anthropic IPO 招股書中埋著更結構性的爆料：5,180 億美元運算建設承諾約 80% 不可取消、用不用都得付，而其中最大一筆——到 2029 年最高 845 億美元——流向馬斯克旗下 SpaceXAI 的 NVIDIA 算力。
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Industry ENThe War Chest Before the War: Tesla Signs $30 Billion in Bank Credit Without Drawing a Dollar
Tesla's new 8-K reveals three senior unsecured facilities — a $20B delayed-draw term loan, an $8B five-year revolver, and a $2B 364-day line — replacing a $5B revolver as AI capex heads past $25B.
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Industry 中開戰前的軍火庫：Tesla 簽下 300 億美元銀行信貸，卻一毛錢都未動用
Tesla 最新 8-K 揭露三筆高級無擔保信貸——200 億美元遞延動用定期貸款、80 億美元五年循環額度與 20 億美元 364 天額度——在 AI 資本支出突破 250 億美元之際，取代原有的 50 億美元循環信貸。
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Meta ENSeven Minutes to Delete a Cloud: Microsoft Exposes JadePuffer, the First Agentic Ransomware Crew
Microsoft documents Storm-3168/JadePuffer wiping 100+ Azure Storage accounts with LLM-driven automation — ransomware that no longer has a human at the keyboard.
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Meta 中七分鐘刪掉一座雲端：Microsoft 揭露首個代理式勒索軟體集團 JadePuffer
Microsoft 詳細記錄 Storm-3168／JadePuffer 以 LLM 驅動的自動化攻擊，七分鐘內刪除 100+ 個 Azure 儲存體帳戶——鍵盤後不再有人類的勒索軟體已然問世。
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Models ENOne-Fifth the Price of a Flagship: GPT-6.1 Sol Ships Near-Astra Intelligence to Everyone
At DevDay 2026 OpenAI launched GPT-6.1 Sol, a mid-tier model that nearly matches flagship GPT-6 Astra on agentic coding and computer use at one-fifth the token price, with cached input cut 95% to $0.10 per million tokens.
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Models 中旗艦五分之一的價格：GPT-6.1 Sol 把接近 Astra 的智慧帶給所有人
OpenAI 在 DevDay 2026 發表 GPT-6.1 Sol，這款中階模型在代理式編碼與電腦操作上幾乎追平旗艦 GPT-6 Astra，token 價格卻只有五分之一，快取輸入更砍到每百萬 $0.10。
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Industry ENFive Hundred Dollars a Month: OpenAI's DevDay Pricing Earthquake Halves Pro Limits and Crowns a New Top Tier
At DevDay 2026 OpenAI unveiled a $500/month Pro 500 tier, cut $200 Pro usage in half, reopened the strained Pro plan, and announced 1.2 billion weekly ChatGPT users.
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Industry 中一個月五百美元：OpenAI 在 DevDay 的訂閱大地震——Pro 用量砍半、新王者級登場
OpenAI 在 DevDay 2026 推出每月 500 美元的 Pro 500 方案、將 200 美元 Pro 用量砍半、重新開放 Pro 訂閱，並宣布 ChatGPT 週活躍用戶突破 12 億。
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Industry ENSix Samsungs, One Check: Samsung Group Commits $1 Billion to KKR's Helix AI Infrastructure Venture
Samsung Electronics and five affiliates will pour a combined $1 billion into Helix Digital Infrastructure, the KKR-launched, Nvidia- and Vistra-backed AI buildout platform led by former AWS CEO Adam Selipsky — the conglomerate's most coordinated capital move into the AI infrastructure race yet.
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Industry 中六個三星，一張支票：三星集團向 KKR 旗下 Helix AI 基礎設施公司注資 10 億美元
三星電子與五家關係企業將共同向 Helix Digital Infrastructure 投資 10 億美元。這家由 KKR 創立、獲 Nvidia 與 Vistra 支持、由前 AWS 執行長 Adam Selipsky 領軍的 AI 基礎設施平台，如今迎來第一個加入創始投資人行列的亞洲工業集團。
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Tools ENAn Agent With Its Own Phone Number and Wallet: Manus 2.0 Rebuilds Itself Around Cascade, Cloud Computers, and Cue
Hours before OpenAI's DevDay, Singapore's Manus shipped a ground-up rebuild: a leaner Cascade agent harness that cuts run costs 32%, cloud-hosted persistent computers, event-triggered automations, a Studio creative suite, and Cue — a standalone app whose agents carry their own email, phone number, and wallet.
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Tools 中有電話號碼和錢包的代理人：Manus 2.0 以 Cascade、雲端電腦與 Cue 全面重塑
在 OpenAI DevDay 登場前幾小時，新加坡的 Manus 發布了徹底重構的 2.0 版：更精簡的 Cascade代理人框架將運行成本降低 32%、可常駐的雲端電腦、事件觸發式自動化工作流、Studio 創作套件，以及 Cue——一個讓每個代理人擁有自己電子郵件、電話號碼和錢包的獨立 App。
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Tools ENThe Agent Reaches the Buy Button: Shopify Opens Checkout to Browser-Based AI via WebMCP
Shopify's September 28 launch extends WebMCP to checkout — including Shop Pay — letting browser-based AI agents read, update, and complete purchases through structured UCP tools instead of scraping HTML, while Amazon and Adidas block agents outright.
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Tools 中代理人抵達下單鍵：Shopify 以 WebMCP 開放結帳頁給瀏覽器 AI
Shopify 於 9 月 28 日將 WebMCP 支援延伸到結帳頁（含 Shop Pay），瀏覽器內的 AI 代理人可透過結構化的 UCP 工具讀取、修改並完成購買，不必再截圖爬取 HTML；同一時間 Amazon 與 Adidas 仍全面封鎖代理人。
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Tools ENOne Portal to Replace the Maze: America.gov Brings AI to the Citizen Experience
At today's 'Golden Age of Technology' event in Washington, Trump and Vance unveil America.gov — an AI-powered 'front door' for the federal government, designed by Airbnb co-founder Joe Gebbia's National Design Studio.
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Tools 中一個入口取代迷宮：America.gov 把 AI 帶進公民體驗
在華盛頓登場的「科技黃金時代」活動上，川普與范斯揭曉 America.gov——一個由 Airbnb 共同創辦人 Joe Gebbia 領軍的國家設計工作室打造的 AI 聯邦政府「新大門」。
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Industry ENThe $6 Trillion Test: Bain Says AI Must Invent Entirely New Industries to Pay for Its Own Data Centers
Bain's annual tech report warns the AI industry must reach $6 trillion in annual revenue by 2031 to justify the data-center buildout — and $4.2 trillion of it doesn't exist yet.
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Industry 中6 兆美元的大考：Bain 報告指 AI 必須憑空創造 4.2 兆美元新收入，才養得起自己蓋的資料中心
Bain 年度科技報告警告：AI 產業必須在 2031 年前達到每年 6 兆美元營收，才能證明這波資料中心建設潮的合理性——其中 4.2 兆美元至今不存在。
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Industry ENFrom $4.65B to $15.75B in Four Months: Modal Labs Closes In on a $750M Round as Inference Becomes AI's Hottest Market
Accel is leading a $750 million round into the New York inference provider at a $15.75 billion valuation — 3.4x its May mark — as open-source model traffic turns inference startups into the fastest-repricing assets in tech.
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Industry 中四個月從 46.5 億美元到 157.5 億美元：Modal Labs 即將完成 7.5 億美元融資，推論運算成為 AI 最熱市場
Accel 領投 7.5 億美元、估值 157.5 億美元——是五月時的三倍多。開源模型流量爆發，讓推論基礎設施新創成為科技業估值重定價最快的資產類別。
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Tools ENWhen Agents Became the Customer: Cloudflare's cf CLI Covers 3,000 API Operations and Retires Wrangler
With agent usage of Wrangler hitting 48% in a single week, Cloudflare built a new CLI designed for AI first and humans second — 3,000+ API operations, JSON by default, TypeScript config, and an 18-month sunset for the old tool.
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Industry ENThe Prospectus Leaves the Vault: Anthropic's IPO Filing Reveals a $42 Billion Loss and a $518 Billion Moonshot
Reuters has obtained Anthropic's IPO prospectus, and the first hard financials are staggering: a $42 billion net loss in 2025, $518 billion in future compute obligations, 12x revenue growth to $4.6 billion — and a Founder LLC that keeps seven people in charge no matter what public investors think.
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Industry 中招股書出櫃：Anthropic IPO 文件揭露 420 億美元虧損與 5,180 億美元的豪賭
Reuters 取得 Anthropic 的 IPO 招股書，首批正式財報數字震撼市場：2025 年淨虧損 420 億美元、未來運算義務高達 5,180 億美元、營收暴增 12 倍至 46 億美元——外加一個無論公開投資人怎麼想、都讓七位共同創辦人永遠掌權的 Founder LLC。
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Industry ENThe Largest Buyback in Market History: Nvidia's $150 Billion Wager on Itself
Nvidia's board added $150 billion to its share repurchase program — the biggest authorization increase ever — lifting remaining capacity to $235 billion through fiscal 2028, eclipsing Apple's $110 billion record and doubling down on the AI boom just as chip competition intensifies.
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Industry 中史上最大規模庫藏股：輝達對自己的 1,500 億美元豪賭
輝達董事會為庫藏股計畫追加 1,500 億美元授權——史上最大的單次增幅——使剩餘回購額度達 2,350 億美元、預計執行至 2028 財年，一舉超越蘋果 2024 年創下的 1,100 億美元紀錄，在 AI 晶片競爭升溫之際加倍押注自身前景。
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Industry ENStarship Reaches Orbit at Last: Flight 14 Clears the Path for Space-Based AI Compute
SpaceX's Starship completed its first-ever orbital insertion on Flight 14, deploying 26 Starlink V3 satellites and unlocking the launch capacity behind orbital AI data centers.
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Industry 中星艦終於抵達軌道：Flight 14 為太空 AI 算力時代掃清最後障礙
SpaceX 星艦在第 14 次試飛中首次成功進入地球軌道，部署 26 顆 Starlink V3 衛星，為軌道 AI 資料中心時代打通了運力關鍵瓶頸。
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Industry ENThe Biggest Buyback in Corporate History: Nvidia Bets $150 Billion on Itself
Nvidia's board added a record $150 billion to its share repurchase program, lifting total authorization to $235 billion — the largest increase ever announced by a US company.
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Industry 中企業史上最大規模回購：輝達豪賭 1,500 億美元押注自己
輝達董事會為股票回購計畫追加創紀錄的 1,500 億美元，總授權額升至 2,350 億美元——這是美國企業史上最大的單次回購授權增幅。
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Models ENThe Last of GPT-3: OpenAI's Four Legacy Models Go Dark the Day Before DevDay
On September 28, 2026, gpt-3.5-turbo-instruct, gpt-3.5-turbo-1106, babbage-002 and davinci-002 stopped answering API calls — closing the six-year GPT-3 era exactly one day before OpenAI's DevDay.
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Models 中GPT-3 時代落幕：OpenAI 在 DevDay 前一天關閉最後四個舊世代模型
2026 年 9 月 28 日，gpt-3.5-turbo-instruct、gpt-3.5-turbo-1106、babbage-002 與 davinci-002 正式停止回應 API 呼叫——就在 OpenAI DevDay 登場前一天，為 GPT-3 血脈畫下句點。
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Tools ENGuardians in Silicon: Nvidia's Open Agent Safety Platform Puts a Hardware Watchdog Around Runaway AI Agents
Nvidia pairs the open-source OpenShell runtime with a BlueField-4 silicon watchdog called Sentry to quarantine out-of-bounds agents in milliseconds — with 100+ partners from Anthropic to JPMorganChase.
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Tools 中以矽晶片看守失控的 AI 代理：Nvidia 開放代理安全平台正式登場
Nvidia 將開源 OpenShell 執行環境與搭載於 BlueField-4 DPU 的矽晶片看守者 Sentry 結合，能在數毫秒內隔離越界的 AI 代理，並獲得從 Anthropic 到摩根大通超過 100 家夥伴支援。
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Industry ENIndia's Second Shot at an Orbital Data Center: TakeMe2Space Books MOI-1A on a SpaceX Rideshare
Hyderabad's TakeMe2Space has signed 23 customers for MOI-1A, a sub-50 kg Nvidia Orin NX satellite flying on SpaceX's Transporter-18 rideshare — its comeback after losing its first spacecraft to India's PSLV-C62 failure.
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Industry 中印度軌道資料中心的第二次嘗試：TakeMe2Space 把 MOI-1A 送上 SpaceX 共乘火箭
海德拉巴新創 TakeMe2Space 已為 MOI-1A 簽下 23 家客戶，這顆搭載 Nvidia Orin NX、不到 50 公斤的運算衛星將搭乘 SpaceX Transporter-18 共乘任務升空——也是他們在 PSLV-C62 火箭失敗後的東山再起。
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Industry ENThe $1.25 Billion Turbine Divorce: Crusoe Drops Boom's Supersonic Engines Weeks After Raising $3.9B
Weeks after closing a $3.9B Series F, Crusoe has cancelled its $1.25B order for 29 Boom Supersonic gas turbines — the clearest signal yet that AI's power crunch is entering its consolidation phase.
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Industry 中12.5 億美元的渦輪機離婚：Crusoe 募資 39 億美元後三週，砍掉 Boom 的超音速引擎訂單
Crusoe 在完成 39 億美元 F 輪募資後數週，取消了向 Boom Supersonic 採購 29 台燃氣渦輪機、總值 12.5 億美元的訂單——這是 AI 電力荒進入整併期最明確的訊號。
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Industry ENThe Largest Investment Cycle Since Railroads: Goldman Sees $1.2 Trillion in Hyperscaler AI Capex for 2027
Goldman Sachs projects the five largest US hyperscalers will spend $1.2 trillion on AI infrastructure in 2027 — above Wall Street consensus and, relative to GDP, the biggest investment cycle since 19th-century railroads.
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Industry EN鐵路時代以來最大投資循環：高盛預估 2027 年超大規模資料中心業者 AI 資本支出達 1.2 兆美元
高盛預測美國五大超大規模資料中心業者 2027 年將投入 1.2 兆美元建設 AI 基礎設施，高於華爾街共識，以 GDP 占比計更是 19 世紀鐵路建設以來最大的投資循環。
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Industry ENThe Price of the AI Buildout Just Went Up: Treasury Yields at 2007 Highs Squeeze Debt-Hungry Data Center Builders
With the 10-year Treasury near 5.17% — its highest since 2007 — CNBC lays out how the debt-funded AI infrastructure boom gets more expensive: CoreWeave's $30M-per-point rate sensitivity, SoftBank's record $11.1B junk sale, Oracle's force majeure notice, and a shrinking neocloud roster.
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Industry 中AI 建設潮的資金成本全面上升：美債殖利率創 2007 年以來新高，重度舉債的資料中心業者首當其衝
美國 10 年期公債殖利率升至約 5.17%、創 2007 年以來最高，CNBC 深入解析這對舉債打造的 AI 基礎建設熱潮意味著什麼：CoreWeave 每升 1 碼多付 3,000 萬美元利息、SoftBank 寫下 111 億美元垃圾債紀錄、Oracle 發出不可抗力通知，以及新創雲端業者名單正在縮水。
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Tools EN200 Data Streams and an $875 Million Bet: The FAA's SMART AI Goes Live Over Washington
The FAA has deployed SMART, an $875 million AI platform from Air Space Intelligence, at Reagan National, Dulles, and BWI — and a congressman already wants it suspended.
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Tools 中200 條資料流與 8.75 億美元的豪賭：FAA 的 SMART AI 系統在華盛頓上線
FAA 已在雷根國家機場、杜勒斯與 BWI 啟用 Air Space Intelligence 打造、造價 8.75 億美元的 SMART AI 平台——而一位國會議員已經要求暫停部署。
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Tools ENFrom 165 Microseconds to 1.18: The Data-Structure Surgery That Made llama.cpp's Speculative Drafting Up to 140x Faster
Four classic systems-engineering fixes — plus a last-mile assist from Daniel Lemire — cut prompt lookup drafting latency in llama.cpp by up to 140x with no change to model output.
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Tools 中從 165 微秒到 1.18 微秒：一場資料結構手術讓 llama.cpp 推測解碼提速最高 140 倍
四個經典的系統工程修正——再加上 Daniel Lemire 的臨門一腳——讓 llama.cpp 的 prompt lookup drafting 延遲最高降低 140 倍，且完全不改變模型輸出。
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Policy ENOne Senator, One Afternoon: The 417-3 Data Center Bill Dies by Unanimous Consent
Hours after the House passed the Ratepayer Protection Act 417-3, Sen. Martin Heinrich blocked it in the Senate as a 'half-measure' and offered his GRID Savings Act — now three competing bills meet a chamber that reconvenes Monday.
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Policy 中一位參議員、一個下午：417 比 3 過關的資料中心法案，在參議院死於「全體同意」
眾議院以 417 比 3 壓倒性通過《電費保護法案》不到 24 小時，參議員 Heinrich 以「半套措施」為由擋下法案，並端出他的 GRID Savings Act——三部互相競爭的法案，將在週一復會的參議院正面交鋒。
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Industry EN1,000x Human Traffic in Five Years: Cloudflare's 16th-Birthday Founders' Letter Warns of an Agent-Dominated Web
Cloudflare's Matthew Prince and Michelle Zatlyn say automated traffic passed human traffic in May 2026 and will hit 1,000x human volume within five years — and the 999 restaurants paying for every agent's lunch are the Internet's next crisis.
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Industry 中五年內自動流量將達人類的 1,000 倍：Cloudflare 十六歲生日創辦人公開信警示代理人主宰的網路時代
Cloudflare 共同創辦人 Prince 與 Zatlyn 宣布：自動化流量已於 2026 年 5 月超越人類流量，五年內將達人類的 1,000 倍——而為每個代理人午餐買單的 999 家餐廳，正是網際網路的下一場危機。
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Tools ENA Buy Button Inside Gemini: Google Tests Direct Flipkart Checkout in India
Google is letting some Indian shoppers complete Flipkart purchases without leaving Gemini or AI Mode — a small test with big implications for who owns the checkout in the agentic-commerce era.
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Tools 中Gemini 裡的購買鍵：Google 在印度測試 Flipkart 直接結帳
Google 讓部分印度用戶不必離開 Gemini 或 AI Mode 就能完成 Flipkart 購買——規模雖小的測試，卻決定了代理式商務時代「結帳權」歸誰的大問題。
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Research EN3 Million Sandboxes a Day: DeepSeek's DSec Paper Treats Agent Misbehavior as an Infrastructure Problem
DeepSeek's 31-page DSec paper describes the production sandbox platform behind its agentic RL training — 160 nodes, 380,000 concurrent sandboxes, 5,000 creations per second — and a candid catalog of agents that crashed kernels, corrupted filesystems, and hunted for leaked answers.
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Research 中一天 300 萬個沙箱：DeepSeek 的 DSec 論文把代理人失控行為當成基礎設施問題來解
DeepSeek 發表的 31 頁 DSec 論文，首度揭露其代理人強化學習訓練背後的生產級沙箱平台：160 節點、38 萬個併發沙箱、每秒 5,000 次建立——以及一份坦率到近乎驚人的代理人失控行為目錄：核心崩潰、檔案系統損毀、翻找外洩答案。
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Industry EN$3.36 Billion in Convertible Notes, $103 Billion in Backlog: Nscale Loads Up Before Its IPO
Days after filing its S-1, UK neocloud Nscale has closed a $3.36B pre-IPO convertible round led by Third Point, with Nvidia committing another $1B — banking $103B in contracted value and a Snowflake veteran on the board before ringing the NYSE bell.
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Industry 中33.6 億美元可轉債、1,030 億美元訂單：Nscale 上市前的最後補彈
在提交 S-1 上市申請數天後，英國新創雲 Nscale 完成了由 Third Point 領投的 33.6 億美元上市前可轉債融資，Nvidia 再加碼 10 億美元——帶著 1,030 億美元合約積壓與 Snowflake 傳奇舵手坐鎮董事會，準備敲響 NYSE 開市鐘。
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Industry ENForce Majeure at Gigawatt Scale: Oracle's Project Jupiter Notice Exposes the Fault Lines Under AI's Building Boom
Oracle sent a force majeure notice on its $165 billion Project Jupiter Stargate campus in New Mexico, seeking cover to defer payments if power slips past 2028 — the clearest legal signal yet that the AI data-center boom carries real schedule risk.
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Industry 中兆瓦級的不可抗力：Oracle Project Jupiter 通知條款揭露 AI 建設熱潮下的斷層線
Oracle 對新墨西哥州 1,650 億美元的 Project Jupiter Stargate 園區發出不可抗力（force majeure）通知，為電力供應延誤超出 2028 年時的付款義務預留緩衝——這是 AI 資料中心熱潮帶有真實工期風險的最明確法律訊號。
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Industry ENFrom Price Slasher to Price Setter: DeepSeek Hits $1 Billion ARR and Closes In on a $7.5 Billion Raise
DeepSeek's annualized revenue has doubled to $1 billion in months after API price hikes of up to 4.5x — now it's finalizing a $7.5 billion round at a $74 billion valuation ahead of a Shanghai listing.
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Industry 中從砍價者到定價者：DeepSeek 年營收突破 10 億美元，75 億美元融資即將收官
DeepSeek 在 API 漲價最高 4.5 倍後，年化營收數月內翻倍至 10 億美元，並正以約 740 億美元估值完成 75 億美元融資，為上海上市鋪路。
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Industry ENFiber, Not Chips: Musk's Colossus 2 Timetable Aims at 1.21 Million GPUs by New Year
Musk's most detailed Colossus 2 timetable yet: 220,000 GB300s online next week, another 220,000 in November, and — 'if we get lucky' — a third batch by late December, taking the Memphis cluster past 1.2 million GPUs.
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Industry 中瓶頸不再是晶片：馬斯克公布 Colossus 2 時程表，年底衝刺 121 萬顆 GPU
馬斯克迄今最詳細的 Colossus 2 擴建時程：22 萬顆 GB300 下週上線、11 月再一批，年底「如果夠幸運」再加一批，讓曼菲斯集群突破 120 萬顆 GPU。
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Industry ENThe Brand That Recall Broke: Microsoft Retires 'Copilot+ PC' Two Years In
Microsoft's Surface CVP confirms new Surface PCs 'are not called Copilot+ PCs' — the AI PC category label born in 2024 is quietly dead, killed by Recall's security backlash and consumer confusion.
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Industry 中被 Recall 拖垮的品牌：Microsoft 悄悄淘汰兩年前的「Copilot+ PC」
Microsoft Surface 高層證實新款 Surface「不再稱為 Copilot+ PC」——2024 年誕生的 AI PC 品類標籤悄然退場，始作俑者是 Recall 的資安風暴與消費者的困惑。
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Industry ENEnthusiasm, Not Evidence: EY's AI Chief Says Businesses Still Can't Show Returns
EY global consulting AI leader Dan Diasio says most companies still can't point to substantial revenue gains or cost cuts from AI, and spending is now 'based on enthusiasm as opposed to that evidence.'
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Industry 中熱情，而非證據：EY 的 AI 最高顧問說，企業仍然拿不出 AI 報酬
EY 全球顧問 AI 負責人 Dan Diasio 表示，多數企業仍無法從 AI 獲得實質的營收成長或成本削減，目前的支出「是建立在熱情之上，而非證據之上」。
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Industry ENThe Jet That Never Spun: Crusoe Walks Away From Its $1.25 Billion Boom Turbine Deal
Crusoe has scrapped its plan to power AI data centers with Boom Supersonic's jet-derived gas turbines, ending a $1.25 billion launch partnership and resetting the playbook for behind-the-meter AI power.
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Industry 中永不旋轉的噴射引擎：Crusoe 放棄 12.5 億美元 Boom 渦輪機交易
Crusoe 確定終止以 Boom Supersonic 噴射引擎改裝燃氣渦輪機供電 AI 資料中心的計畫，12.5 億美元的先導合作告吹，也重寫了 AI 電力採購的遊戲規則。
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Research ENTwo Thoughts, One Pass: Researchers Show Transformers Can Superpose Text Streams
A nine-author arXiv paper demonstrates that averaging the embeddings of two documents makes an LLM output a blend of both next-token distributions — an intrinsic architectural property that pretraining erodes and lightweight fine-tuning can restore.
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Research 中一次前向傳遞，兩個念頭：研究人員證明 Transformer 能疊加處理文字流
一篇九位作者共同發表的 arXiv 論文證明：把兩份文件的 embedding 逐元素平均後餵給 LLM，模型輸出的會是兩個下一 token 分佈的疊加——這是架構本身的內稟性質，預訓練會侵蝕它，而輕量微調就能恢復。
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Industry ENThe Inference Layer Cashes In: Fireworks Eyes $30 Billion as Fal Pitches $15 Billion on an $800 Million Run Rate
The Information reports Fireworks AI has considered raising at a $30 billion valuation while Fal seeks more than $15 billion on revenue that has hit an $800 million pace — the inference gold rush enters its markup phase.
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Industry 中推論層的收割時刻：Fireworks 估值瞄準 300 億美元，Fal 以 8 億美元營收節奏喊價 150 億
The Information 報導，Fireworks AI 正考慮以 300 億美元估值募集新資金，Fal 則以超過 150 億美元的目標與投資人接觸、年化營收已達 8 億美元——AI 推論基礎設施的淘金熱正式進入估值飆升階段。
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Tools ENThe Inventory Nobody Kept: Dataiku's Agent Management Sets Out to Count Every AI Agent a Company Runs
At its Succeed conference in New York, Dataiku launched Agent Management, a standalone product that discovers, measures, and risk-scores every AI agent an enterprise runs — no matter which platform built it. GA is set for October 2026.
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Tools 中沒有人維護的那份清單：Dataiku Agent Management 要為企業點名每一個運行中的 AI 代理
Dataiku 在紐約 Succeed 大會上發布獨立產品 Agent Management，無論 AI 代理是在哪個平台上建造的，都能自動發現、衡量成效並評估風險，預計 2026 年 10 月正式上市。
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Meta ENTenfold Ramp, Ten Thousand Snags: Tesla's Optimus Meets the Hardest Part to Build — the Hand
The Information reports Optimus output is up roughly tenfold to several hundred robots a week, but the humanoid's intricate 50-actuator hands have become the primary manufacturing bottleneck standing between Tesla and its 1,000-a-week goal.
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Meta 中產量十倍、瓶頸萬千：Tesla Optimus 遇上最難造的零件——那雙手
《The Information》報導 Optimus 產量數月內成長約十倍、來到每週數百台，但這款人形機器人精密的 50 致動器雙手，已成為 Tesla 邁向每週一千台目標的最大制造瓶頸。
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Industry ENA Billion-Dollar Run Rate, Built on a Price Hike: DeepSeek Doubles Revenue and Readies a ¥50 Billion Shanghai Raise
DeepSeek's annualized revenue crossed $1B after 2.3x–4.5x API price hikes that cost it almost no customers — now it plans a ¥50B raise at a ¥500B valuation ahead of a Shanghai listing.
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Industry 中漲價撐起的十億美元營收：DeepSeek 收入翻倍，備戰 500 億人民幣上海募資
DeepSeek 年化營收突破 10 億美元，靠的是 2.3 至 4.5 倍的 API 漲價且幾乎沒有流失客戶——如今計畫以 5,000 億人民幣估值募集 500 億，為上海上市鋪路。
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Meta EN1.44 Million GPUs and a 1.2 GW Power Plant: SpaceXAI's Colossus Nears the Finish Line
SpaceXAI is adding 660,000 GB300 GPUs this year to reach 1.44 million in operation, backed by its own 1.2-gigawatt power plant in Mississippi — the endgame of Musk's two-year million-GPU bet.
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Meta 中144 萬張 GPU 與 1.2 GW 電廠：SpaceXAI 的 Colossus 抵達終線前最後一哩
SpaceXAI 今年將再新增 66 萬張 GB300 GPU，使在運總數達 144 萬張，並由自建的 12 億瓦密西西比電廠供電——馬斯克兩年百萬 GPU 豪賭的終局之戰。
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Tools ENShut the Laptop, Keep the Agent: Docker's Cloud Sandboxes and OCI Kits Redefine AI Agent Isolation
Docker extends its microVM agent isolation to the cloud — long-running agents survive a closed laptop, scale to 16 vCPUs, and ship as standard OCI images under a spec headed to the CNCF.
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Tools 中關上筆電，代理繼續跑：Docker Cloud Sandboxes 與 OCI Kits 重新定義 AI 代理隔離
Docker 把 microVM 代理隔離擴展到雲端——長時間任務在筆電闔上後照跑不誤、可擴展至 16 vCPU，並以標準 OCI 映像打包，規格將提交 CNCF。
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Tools ENDocker Open-Sources Its Agent Skills: One SKILL.md to Teach Every Coding Agent Containers
Docker has published docker/skills, an Apache-2.0 collection of reusable skills that teach AI coding agents to build, test, debug and harden containerized apps — installable into Claude Code, Codex, Cursor, Copilot and Gemini CLI with one command.
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Tools 中Docker 開源 Agent Skills：一份 SKILL.md，教會所有編程 Agent 容器技術
Docker 發布 Apache-2.0 授權的 docker/skills 開源套件，以可重複使用的技能教學 AI 編程代理正確建置、測試、除錯與強化容器化應用——一條指令即可裝進 Claude Code、Codex、Cursor、Copilot 與 Gemini CLI。
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Industry ENOne Stack, Six Nations: MeetKai and NVIDIA Ship Sovereign AI to 700 Million People
MeetKai's sovereign AI rollout across Brazil, Ukraine, Pakistan, Kazakhstan, Uzbekistan and Bangladesh puts NVIDIA-powered national AI platforms in front of 700 million people — starting with Ukraine's first AI factory.
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Industry 中一套堆疊、六個國家：MeetKai 攜 NVIDIA 將主權 AI 帶給 7 億人口
MeetKai 在巴西、烏克蘭、巴基斯坦、哈薩克、烏茲別克與孟加拉六國推出 NVIDIA 全堆疊主權 AI 平台，涵蓋逾 7 億人口，並以烏克蘭首座國家級 AI 工廠打頭陣。
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Industry ENThe Billion-Row Spreadsheet Gets a New Owner: Databricks Buys Row Zero for Genie
Databricks has acquired Row Zero, the Seattle startup whose spreadsheet scales to a billion rows, to give its Genie AI platform a governed, Excel-like interface over live enterprise data.
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Industry 中十億列試算表易主：Databricks 收購 Row Zero，為 Genie 補上最後一塊拼圖
Databricks 宣布收購西雅圖新創 Row Zero——其雲端試算表可處理十億列資料——將為 Genie AI 平台帶來具備治理能力、類 Excel 的即時企業資料操作介面。
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Industry ENZero Lithography Machines, Zero Percent: ASML's Home Continent Just Stopped Buying
Europe accounted for 0% of ASML's system sales in the first half of 2026 — down from 1% in 2025 and 5% in 2024 — and the Dutch lithography giant is now asking Brussels to manufacture demand, not just subsidize fabs.
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Industry 中零台微影機、零營收：ASML 的娘家歐洲，已經半年不買單
2026 上半年，歐洲在 ASML 系統銷售的區域佔比為 0%——低於 2025 年的 1% 與 2024 年的 5%——這家荷蘭微影設備龍頭如今呼籲布魯塞爾：與其補貼蓋廠，不如創造需求。
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Tools ENDay Two Is for the Builders: Meta Opens the Muse Platform to Every Developer
At Meta Connect's Developer State of the Union, Muse Code hit general availability, the Meta Model API went global, the Wearables Device Access Toolkit 1.0 shipped, WebMCP reached preview, and Horizon Create promised prompt-to-game publishing across Facebook and Instagram.
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Tools 中第二天是留給開發者的：Meta 把 Muse 平台全面開放給所有開發者
在 Meta Connect 開發者政策演說上，Muse Code 正式版上線、Meta Model API 全球開放、Wearables Device Access Toolkit 1.0 發布、WebMCP 進入預覽，Horizon Create 則承諾用一句 prompt 就能把遊戲發布到 Facebook 與 Instagram。
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Industry ENFrom Dojo's Ashes to a $10 Billion Valuation: DensityAI Nears a Mega-Round With an AWS Deal Attached
DensityAI, the AI inference chip startup founded by the leaders of Tesla's shuttered Dojo supercomputer team, is in advanced talks to raise hundreds of millions of dollars at a $10 billion valuation — with a conditional chip procurement agreement from Amazon Web Services reportedly already in hand.
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Industry 中從 Dojo 廢墟到百億美元估值：DensityAI 可望完成鉅額融資，AWS 條件式採購協議成最大籌碼
由特斯拉已解散的 Dojo 超級電腦團隊核心成員創立的 AI 推論晶片新創 DensityAI，據報正在進行 advanced talks，以約 100 億美元估值募集數億美元資金，並已與 Amazon Web Services 簽下條件式晶片採購協議——效能達標，AWS 就買單。
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Tools ENGoogle Puts a Face on Gemini: Live Avatar Ships to Enterprises in 97 Languages
Gemini 3.8 Live with Live Avatar is now generally available in Gemini Enterprise — real-time lip-synced video avatars, 97-language switching, background tool calls, and SynthID watermarks on every generated frame.
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Tools 中Google 給 Gemini 一張臉：Live Avatar 正式上線，企業版支援 97 種語言
Gemini 3.8 Live with Live Avatar 在 Gemini Enterprise 正式全面供應——即時唇形同步的視訊虛擬人像、97 種語言自動切換、背景工具呼叫，且每一幀畫面都帶有 SynthID 浮水印。
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Models ENA Face for the Machine: Gemini 3.8 Live Avatar Puts Real-Time Video Personas Into the Enterprise
Google couples near real-time video generation with speech in Gemini 3.8 Live with Live Avatar — lip-synced personas across 97 languages, asynchronous tool calling, and SynthID watermarking, generally available in Gemini Enterprise.
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Models 中機器的臉孔：Gemini 3.8 Live Avatar 把即時視訊虛擬人像帶進企業現場
Google 將近似即時的視訊生成與語音耦合進 Gemini 3.8 Live with Live Avatar——橫跨 97 種語言的唇形同步虛擬人像、非同步工具呼叫與 SynthID 浮水印，已在 Gemini Enterprise 正式上线。
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Models EN95% Off the Sound of AI: Alibaba's Qwen-Audio 3.1 Declares a Voice Price War
Alibaba's Qwen team ships a five-model audio stack — ASR, ASR-Next, TTS, TTS-Next, and a 262K-context Realtime model — while cutting API prices by up to 95%, collapsing the cost of voice agents overnight.
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Models 中AI 語音大降價 95%：阿里巴巴 Qwen-Audio 3.1 五模型齊發，掀起語音市場價格戰
阿里巴巴 Qwen 團隊一次推出五款音訊模型——ASR、ASR-Next、TTS、TTS-Next 與 262K 上下文的 Realtime 即時對話模型——同時大砍 API 價格最高達 95%，一夜之間改變語音 Agent 的成本結構。
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Industry ENThe Fine Print Fights Back: Oracle Invokes Force Majeure on Project Jupiter as AI's Biggest Buildout Hits Friction
Oracle sent a force majeure notice on its 2.45 GW Project Jupiter campus in New Mexico, seeking to delay rent if the $18 billion Stargate-linked data center slips past 2028 — the clearest sign yet that AI's financing machine is meeting real-world friction.
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Industry 中巨額合約條款開始反撲：Oracle 對 Project Jupiter 啟動不可抗力條款，AI 最大基建潮首次遇上現實摩擦
Oracle 對其位於新墨西哥州、功率 2.45 GW 的 Project Jupiter 園區發出不可抗力通知，若這座與 Stargate 計畫掛鉤、貸款規模達 180 億美元的資料中心無法在 2028 年如期上線，將可延後租金支付——這是 AI 融資機器撞上現實摩擦最明確的訊號。
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Industry ENSix Times Bigger: Akamai Lands an $11.6B Anthropic Cloud Deal and Hands Out Equity Warrants
Anthropic has signed a seven-year, $11.6 billion commitment on Akamai Cloud with an option to expand to nearly $20 billion — and issued Akamai a warrant for up to 5% of its common stock, the most aggressive customer-financing structure the AI buildout has seen.
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Industry 中六倍加碼：Akamai 拿下 Anthropic 116 億美元雲端合約，還獲得最高 5% 股權認股權證
Anthropic 與 Akamai 簽下七年 116 億美元的雲端承諾，擴張選項可讓總額逼近 200 億美元，並向 Akamai 發行約 5% 普通股的認股權證——這是 AI 建設潮中最激進的客戶融資結構。
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Models ENHalf the Price, Nine Tents of Astra: OpenAI's GPT-6 Sol and Luna Reset the Cost of Frontier Work
OpenAI's GPT-6 Sol and Luna bring Astra-class capability to everyday work at 50% off GPT-5.6 pricing — Sol at $2/$10 and Luna at $0.10/$0.50 per million tokens — making frontier agents cheaper than ever to run at scale.
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Models 中半價買到九成 Astra：OpenAI 的 GPT-6 Sol 與 Luna 重寫前線模型的成本公式
OpenAI 的 GPT-6 Sol 與 Luna 以 GPT-5.6 半價提供接近 Astra 級的能力——Sol 每百萬 token 2 美元／10 美元，Luna 只要 0.10／0.50 美元——讓前線級 Agent 首次便宜到大規模部署真正划算。
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Meta ENFour TPUs in Orbit: Google's Project Suncatcher Flies Its First AI Satellite on October 1
Google's moonshot to move AI compute off-planet reaches its first real milestone: a prototype satellite carrying four TPUs launches on SpaceX's Transporter-18 rideshare on October 1, kicking off a year-long engineering audit of chips in space.
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Meta 中四顆 TPU 上軌道：Google Project Suncatcher 首枚 AI 衛星 10 月 1 日升空
Google 把 AI 算力搬上太空的狂想計畫迎來第一個實際里程碑：搭載四顆 TPU 的原型衛星將於 10 月 1 日隨 SpaceX Transporter-18 共乘任務發射，展開為期一年的太空晶片工程驗證。
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Meta ENFrom Chip to Grid: Mitsubishi Electric's DSX Blueprint Tames Megawatt Racks for NVIDIA's Vera Rubin
Mitsubishi Electric's U.S. arm MEPPI has shipped Chip-to-Grid DSX Reference Designs — 250 MW deployment blocks with islanded microgrids, 800 VDC distribution, and dual-loop liquid cooling — purpose-built for NVIDIA Vera Rubin NVL72 racks heading past 1 MW each.
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Meta EN從晶片到電網：三菱電機 DSX 藍圖馴服 NVIDIA Vera Rubin 的百萬瓦機櫃
三菱電機美國子公司 MEPPI 推出 Chip-to-Grid DSX 參考設計：以 250 MW 為部署單位、支援孤島微電網與 800 VDC 供電、搭配雙迴路液冷，專為 NVIDIA Vera Rubin NVL72 邁向單櫃 1 MW 而生。
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Research EN$10.3 Trillion and Counting: Brookings Paper Warns AI's Money Trail Is Going Dark
Columbia's Stijn Van Nieuwerburgh tells Brookings the US AI buildout will cost $10.3T through 2032 — 3.63% of GDP a year — and that its financing has migrated into opaque off-balance-sheet structures nobody can fully see.
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Research 中10.3 兆美元與持續增加中：布魯金斯論文警告 AI 建設潮的資金流向正在轉入暗處
哥倫比亞大學 Stijn Van Nieuwerburgh 在布魯金斯論文中估計，美國 AI 基礎建設到 2032 年將耗資 10.3 兆美元——相當於每年 GDP 的 3.63%——且資金已轉向沒有人能完全看透的表外融資結構。
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Industry ENThe Browser Becomes the Battleground: Island's $400M Series F Bets $6.4B That Enterprises Need an 'Agentic Control Plane'
Enterprise browser maker Island raised $400M led by Evolution Equity at a $6.4B valuation, repositioning itself as the control plane where corporations govern both human employees and AI agents at work.
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Industry 中瀏覽器成為新戰場：Island 以 64 億美元估值完成 4 億美元 F 輪募資，押注企業需要「代理控制平面」
企業瀏覽器廠商 Island 由 Evolution Equity 領投完成 4 億美元 F 輪募資，估值達 64 億美元，並將自身重新定位為企業同時治理人類員工與 AI 代理的控制平面。
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Policy ENRegister or Face Prosecution: DOJ Recasts AI Data Center Opposition as Foreign Agentry
A DOJ warning that public demonstrations against AI data centers can trigger foreign-agent registration, paired with presidential posts branding critics as traitors, turns domestic infrastructure dissent into a counterintelligence file.
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Policy 中不登記就起訴：美國司法部把反對 AI 資料中心的聲音重新定性為「外國代理人」
司法部警告在公開場合（連示威在內）推進外國勢力「目標」者須向政府登記，否則面臨逮捕起訴；配上總統把批評者打成叛國者的貼文，國內基礎建設異議儼然成了反情報檔案。
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Industry ENTen Billion Dollars Into a War Zone: Microsoft Doubles Down on the Gulf With 'Digital Resilience' as the Product
Microsoft will invest over $10 billion in the UAE, Saudi Arabia, Qatar and Kuwait through 2030 — roughly $2 billion of it new money — plus $400 million for Middle East connectivity, betting that crisis-proof cloud infrastructure sells in a region where Iranian drones have already destroyed rival data centers.
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Industry 中一百億美元押進戰區：微軟加碼波灣，把「數位韌性」變成產品
微軟宣布 2030 年前在阿聯酋、沙烏地阿拉伯、卡達與科威特投資逾 100 億美元（其中約 20 億為新增），另加 4 億美元佈建中東連網——在伊朗無人機已實際摧毀對手資料中心的區域，賭的是「抗戰雲端基礎建設」有市場。
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Tools EN35 Ships in One Hour: Made on YouTube 2026 Turns the Platform Into a Conversational AI Product
At its annual New York event, YouTube announced conversational custom feeds, AI-assisted editing, likeness detection on mobile, live auto-dubbing and a 35-country shopping affiliate push — the platform's most AI-dense release cycle yet.
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Tools 中一小時發表 35 項更新：Made on YouTube 2026 把平台變成對話式 AI 產品
YouTube 在紐約年度活動上發表對話式自訂動態、AI 輔助剪輯、行動版肖像偵測、直播自動配音與 35 國購物聯盟計畫——這是該平台史上 AI 密度最高的一次產品更新。
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Industry ENSixty-Five Million a Year to Serve Free Models: Inside the Crusoe–Thinking Machines Inference Deal
Crusoe will serve Thinking Machines Lab's open models — Inkling, GLM 5.2 and 5.3 — on a dedicated HGX B200 cluster in a $65M/year deal that pushes Crusoe Managed Inference past $100M in contracted ARR less than a year after launch.
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Industry 中一年 6,500 萬美元服務免費模型：解析 Crusoe 與 Thinking Machines 的推論基礎設施大單
Crusoe 將以專屬 HGX B200 叢集為 Thinking Machines Lab 的開源模型——Inkling、GLM 5.2 與 5.3——提供生產級推論服務。這筆每年 6,500 萬美元的合約，讓推出不到一年的 Crusoe Managed Inference 合約年營收突破 1 億美元。
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Tools ENUnpredictable by Design: US TRANSCOM Turns to Randomised AI to Secure Military Logistics
US Transportation Command is deploying randomised AI that deliberately varies routes, timing and delivery nodes, trading a few points of efficiency for a supply network adversaries cannot easily predict.
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Tools 中刻意的不可預測：美國運輸司令部以隨機化 AI 守護軍事後勤
美國運輸司令部（TRANSCOM）正在部署隨機化 AI，刻意變換路線、時間與交運節點，用幾個百分點的效率換取對手難以預測的補給網路。
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Policy ENSovereignty Is an Illusion, Said Osborne in June. In September, He's Selling It
OpenAI's head of AI for countries dismisses UK datacentre protesters as nimbys and warns capacity will flee to Ohio, Georgia and Michigan — months after telling Bloomberg that 'no data centre will be sovereign.'
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Policy 中六月說「主權是幻覺」，九月推銷主權：Osborne 的資料中心話術
OpenAI 的政府關係負責人 George Osborne 將英國反資料中心抗議者貶為 nimby，警告算力將流向俄亥俄、喬治亞與密西根——就在他告訴彭博「沒有任何資料中心能主權」的幾個月後。
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Industry ENThe Inertia Trade Unwinds: Meta's Muse Agent Wipes Billions Off 'Ghost Member' Stocks
Meta's viral Muse agent hit No. 1 on the App Store — and Wall Street repriced every business built on customers who never bother to switch. Inside the 2% financials selloff.
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Industry EN惰性紅利瓦解：Meta 的 Muse 智能代理讓「幽靈會員」經濟一夜蒸發數十億美元
Meta 的 Muse 代理衝上 App Store 第一名後，華爾街開始重新定價所有依賴「消費者懶得換」的商業模式——金融股指數應聲跌至七月以來低點。
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Industry ENThree-Quarters of Its Revenue, One Buried Filing: How ByteDance Used Nscale's Norway Cloud to Reach Nvidia's B200s
An FT investigation reveals ByteDance accounted for ~75% of Nscale's 2025 sales by renting B200 GPUs in Norway — a US export-control loophole disclosed only in a sidecar IPO filing.
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Industry 中四分之三營收、一份被藏起的文件：ByteDance 如何借 Nscale 的挪威雲端摸到 Nvidia B200
FT 調查揭露 ByteDance 佔 Nscale 2025 年營收近 75%，透過挪威機房租用 B200 GPU——這個繞過美國出口管制的漏洞，只出現在 IPO 附帶文件裡。
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Industry ENThe Fourth Member: AMD Joins the Trillion-Dollar Club on the Back of Helios
AMD closed above a $1 trillion market cap for the first time on September 21, powered by a 24% weekly rally, data-center revenue up 107% to $6.7B, and the first Helios racks shipping to AI labs.
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Industry 中第四位成員：AMD 搭上 Helios 東風，正式加入兆美元俱樂部
AMD 於 9 月 21 日首次收在 1 兆美元市值之上，靠的是單週 24% 的漲勢、年增 107% 達 67 億美元的資料中心營收，以及開始出貨給 AI 實驗室的首批 Helios 機架。
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Policy ENNinety Percent Foreign Silicon: China's SASAC Surveys Broadcom's Grip on State Data Centers
An FT-reported SASAC survey found Broadcom switches may run up to 90% of networking gear at some Chinese state-owned data centers — and informal guidance to cut back could follow.
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Policy 中九成仰賴洋晶片：中國國資委普查博通交換機在國有數據中心的滲透率
英國《金融時報》報導，中國國資委調查發現部分國有企業數據中心的網通設備高達九成來自博通，後續可能以「非正式指導」要求逐步替換為國產方案。
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Industry ENA Doctor in Every Phone: Anthropic and OpenEvidence Bring Free Clinical AI to 100 Countries
Anthropic is supplying back-end AI capacity so OpenEvidence can offer its clinical decision-support platform free to physicians in roughly 100 low- and middle-income countries — a deployment that treats frontier-model access as infrastructure for global health equity.
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Industry 中讓每支行動電話都有一位醫師顧問：Anthropic 攜手 OpenEvidence 將免費臨床 AI 帶進 100 國
Anthropic 將提供後端模型運算能量，讓 OpenEvidence 的臨床決策支援平台免費開放給約 100 個中低所得國家的醫師使用——把前沿模型的存取權，當作全球健康公平的基礎建設來經營。
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Tools ENAndroid of Robotics, Now in Apache 2.0: Inside Alphabet's Intrinsic Core Open-Source Debut at ROSCon
At ROSCon 2026 in Toronto, Alphabet's Intrinsic open-sourced the same robotics stack it runs in real factories — real-time ICON control, FoundationPose perception, Gazebo simulation — under Apache 2.0, plus an open CNC machine-tending reference design targeting the 92% of machine shops with no automation.
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Tools 中機器人界的 Android，現在是 Apache 2.0：Alphabet 旗下 Intrinsic 在 ROSCon 開源 Core 平台全解析
在多倫多 ROSCon 2026 開幕日，Alphabet 旗下的 Intrinsic 把自家工廠實際在用的機器人軟體層開源：ICON 即時控制、FoundationPose 六自由度姿態估測、Gazebo 模擬、ROS 2 相容驅動，全部以 Apache 2.0 釋出，另附 CNC 上下料開源參考設計，瞄準 92% 還沒有自動化的加工廠。
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Models ENNine Times Smaller, 98.2% as Capable: PrismML's Ternary Bonsai 2 27B Squeezes a 27B Model Into 5.9 GB
PrismML compresses Qwen3.8 27B from 53.8 GB to 5.9 GB using ternary weights at ~1.76 bits each, retaining 98.2% of aggregate benchmark performance — and the Apache-2.0 weights now run on an 8 GB consumer GPU.
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Models 中小九倍、能力保留 98.2%：PrismML 的 Ternary Bonsai 2 27B 把 27B 模型塞進 5.9 GB
PrismML 以每個權重約 1.76 位元的三值（ternary）壓縮，把 Qwen3.8 27B 從 53.8 GB 縮到 5.9 GB，整體基準表現僅損失不到 2%——Apache-2.0 授權的權重現在連 8 GB 消費級顯卡都跑得動。
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Meta ENEurope's Nordic Unicorn: Verda Raises $189M to Build a Full-Stack AI Cloud
Helsinki-based Verda raised an oversubscribed $189M Series B led by Emergence Capital, valuing the full-stack AI cloud at over $1B — with Supermicro on the cap table, 250 MW planned for 2027, and a large-scale inference service next on the roadmap.
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Meta 中北歐新獨角獸：Verda 募得 1.89 億美元，打造歐洲全端 AI 雲端
赫爾辛基的 Verda 完成由 Emergence Capital 領投、超額認購的 1.89 億美元 B 輪融資，估值突破 10 億美元——Supermicro 也參投，規劃 2027 年營運容量超過 250 MW，下一步是大規模推論服務。
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Tools ENOne Engineer, $120,000 in Tokens, 832,378 Lines of Rust: Inside GitHub's Agent-Led Copilot Runtime Rewrite
GitHub let Copilot's own agents rewrite the Copilot agent runtime from TypeScript to Rust — in place, on main, shipping continuously for 14.5 weeks. The full numbers, the regressions, and what it says about agent-led engineering.
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Tools 中一位工程師、12 萬美元 token、832,378 行 Rust：GitHub 用 Copilot 自己的 Agent 改寫 Copilot 執行引擎
GitHub 讓 Copilot 的 AI agent 親手把 Copilot agent runtime 從 TypeScript 改寫成 100% Rust——在主分支上就地進行、持續出貨 14.5 週。完整的數據、踩過的雷，以及這對 agent 主導工程時代的意義。
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Research ENFast Decisions, Slow Reasoning: Jev-Mem Splits Agentic Memory Into Two Systems and Cuts Query Latency 36.7%
A new paper swaps the LLM that usually steers agent memory for a small System-One decision model — 11% higher answer quality, 6.6× faster memory builds, and 0.93 s queries on LoCoMo.
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Research 中快思考、慢推理：Jev-Mem 把代理記憶體拆成兩套系統，查詢延遲大降 36.7%
一篇新論文用小型 System-One 決策模型取代主導代理記憶的大型 LLM——在 LoCoMo 上答題品質提升 11%、記憶建構快 6.6 倍、查詢延遲僅 0.93 秒。
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Industry ENChina's Most Powerful AI Chip and a 20-Gigawatt Bet: Inside Alibaba's Full-Stack Apsara Announcement
At Apsara 2026 in Hangzhou, Alibaba unveiled the Zhenwu V900 AI accelerator, targeted a 5-10 trillion parameter model, and pledged over 20GW of cloud capacity by 2032.
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Industry 中中國最強 AI 晶片與 20GW 豪賭：阿里巴巴雲棲大會全棧戰略解析
阿里巴巴在杭州雲棲大會發布 Zhenwu V900 AI 加速器，宣布挑戰 5 至 10 兆參數模型，並承諾 2032 年前營運超過 20GW 全球資料中心容量。
- Policy EN
Thin Ice, Formal Agenda: COP31's Antalya Pledge Wants AI's Energy Bill on the Record
Türkiye's COP31 presidency launches the Antalya Pledge on AI, pressing companies to disclose data-centre energy use and run on renewables, as UN climate chief Simon Stiell warns Big Tech is 'on thin ice' over its licence to operate.
- Policy EN
薄冰上的正式議程：COP31「安塔利亞 AI 承諾」要求 AI 產業公開能源帳本
土耳其 COP31 主席國推出「安塔利亞 AI 承諾」，要求企業揭露資料中心能耗並改用再生能源供電；聯合國氣候首長 Stiell 警告科技巨頭的「營運許可」已如履薄冰。
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Policy ENSpecial Relationship, Machine Learning Edition: UK and US Sign AI Defence Partnership at the UN
Prime Minister Andy Burnham unveils a UK–US AI defence pact pairing Britain's Rapid AI Delivery Taskforce with the Pentagon's CDAO to protect critical infrastructure from sea lanes to airspace.
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Policy 中特殊關係的機器學習版：英美在聯合國簽署 AI 國防夥伴協定
英國首相 Burnham 在聯合國大會揭曉英美 AI 國防協定，讓英國快速 AI 交付特遣隊與五角大廈 CDAO 攜手，守護從海路到空域的關鍵基礎設施。
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Industry ENA Model Four Times Bigger and a Chip to Match: Alibaba Bets 10 Trillion Parameters on the Machine Intelligence Era
At Apsara 2026 Eddie Wu unveiled a 5–10T-parameter Qwen successor, the Zhenwu V900 'China's most powerful' AI chip, and a 20GW data-centre buildout — Alibaba's full-stack answer to the post-Nvidia era.
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Industry 中十兆參數的豪賭：阿里雲棲大會揭曉 Zhenwu V900 晶片與 20GW 資料中心藍圖
吳泳銘在杭州雲棲大會宣布將訓練 5–10 兆參數的新一代 Qwen 模型、發表中國最強 AI 晶片「鎮武 V900」，並承諾 2032 年前全球資料中心容量突破 20GW——一場橫跨模型、晶片與電力的全方位下注。
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Industry ENTwo Chips for the Agentic Age: Snapdragon Summit 2026 Opens in Maui With 2nm Flagships and AI in the GPU
Qualcomm's ninth Snapdragon Summit kicks off September 22 in Maui under the banner 'Snapdragon for the Agentic Age' — two Snapdragon 8 Elite Gen 6 flagships built on TSMC 2nm, a 5GHz Oryon CPU with FlexCache, and Adreno Neural Fusion putting dedicated AI matrix cores inside the GPU.
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Industry 中兩顆晶片迎接代理時代：Snapdragon Summit 2026 於茂宜島登場，2nm 旗艦與 GPU 內建 AI 運算
Qualcomm 第九屆 Snapdragon Summit 於 9 月 22 日在茂宜島開幕，主題「Snapdragon for the Agentic Age」——兩款台積電 2nm 製程的 Snapdragon 8 Elite Gen 6 旗艦、時脈突破 5GHz 並搭載 FlexCache 的 Oryon CPU，以及把 AI 矩陣運算核心直接放進 GPU 的 Adreno Neural Fusion。
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Industry ENEvery Storefront, By Default: Shopify Wires Meta's Muse Into Shop Pay for Agentic Checkout
Shopify's Sept 21 partnership puts Muse-driven, one-tap agent checkout on every storefront by default via the Universal Commerce Protocol — while Amazon blocks the same agent. Two visions of agentic commerce, one protocol layer.
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Industry 中所有店面、預設開啟：Shopify 把 Meta Muse 接上 Shop Pay，代理式結帳全面上線
Shopify 於 9 月 21 日宣布與 Meta 合作，讓 Muse 代理透過 Universal Commerce Protocol 在所有 Shopify 店面預設啟用一鍵結帳——同一天，Amazon 卻封鎖了同一個代理。兩種代理商务的未來願景，同一套協定層。
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Industry ENNVIDIA Launches DSX Ready: A Seal of Approval for the Batteries and Cooling Gear That Keep AI Factories Alive
NVIDIA's new DSX Ready program qualifies third-party power and cooling products against its AI factory reference designs, starting with battery energy storage from Tesla, Hitachi Energy and LG Energy Solution and liquid-cooling units from Vertiv, LiquidStack and LG Electronics.
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Industry 中NVIDIA 推出 DSX Ready：為支撐 AI 工廠運作的電池與散熱設備掛上認證標章
NVIDIA 新推出的 DSX Ready 認證計畫，依其 AI 工廠參考設計檢驗第三方電力與散熱產品，首批通過名單包括 Tesla、Hitachi Energy 與 LG Energy Solution 的電池儲能系統，以及 Vertiv、LiquidStack 與 LG Electronics 的冷卻液分配單元。
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Models EN600 Billion Parameters, 27 Billion Awake: StepFun's Step 5 Preview Attacks the Price-Performance Frontier
StepFun's new 600B-total/27B-active MoE flagship brings a 1M-token context and $1/$2.70 per-million pricing to agentic work — with open weights promised for October 15.
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Models 中6,000 億參數、270 億喚醒：StepFun Step 5 Preview 直攻性價比最前線
StepFun 新旗艦 Step 5 Preview 以 600B 總參數／27B 激活的 MoE 架構、百萬 token 上下文，加上每百萬 token 1 美元／2.7 美元的定價進軍 Agent 市場，開源權重承諾 10 月 15 日釋出。
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Tools ENEditor's Choice, With Caveats: Tom's Hardware's M5 Ultra Mac Studio Review Beats DGX Spark at Local LLMs
Independent benchmarks are in: Apple's $12,299 M5 Ultra Mac Studio posts prompt-processing speeds faster than Nvidia's DGX Spark and nearly 4x its token throughput — but the win comes with soldered RAM and a 16-18 week backlog.
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Tools 中編輯推薦但有但書：Tom's Hardware 實測 M5 Ultra Mac Studio，本地 LLM 推論擊敗 DGX Spark
獨立評測出爐：Apple 要價 12,299 美元的 M5 Ultra Mac Studio，prompt 處理速度快過 Nvidia DGX Spark，token 產出吞吐量接近其 4 倍——但代價是記憶體焊死、出貨得等 16-18 週。
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Tools ENKubernetes Was Never the Answer: Google's AX v0.3.0 Pulls Agent State Out of etcd and Into Redis
Google's open-source agent orchestrator AX shipped v0.3.0, splitting into three services and moving task state from Kubernetes CRDs into Redis Streams because etcd chokes on millions of short-lived agent tasks.
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Tools 中Kubernetes 從來就不是正解：Google AX v0.3.0 把 Agent 狀態搬出 etcd、塞進 Redis
Google 開源 agent 編排器 AX 發布 v0.3.0，拆成三個服務並把任務狀態從 Kubernetes CRD 遷移到 Redis Streams——因為 etcd 撐不住數百萬個短生命週期 agent 任務的寫入壓力。
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Industry ENJunk Bonds for the Machine God: SoftBank Launches $11B Debt Sale to Feed Its OpenAI Habit
SoftBank has launched an $11.1 billion multi-tranche bond sale to cover its $10 billion third-tranche OpenAI payment, in what would be one of the largest junk-rated debt deals on record.
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Industry 中為機器之神舉債：軟銀啟動 110 億美元債券銷售，只為餵養它的 OpenAI 執念
軟銀啟動超過 110 億美元的多批次債券銷售，以支應其對 OpenAI 的第三期 100 億美元注資——這可能是史上最大規模的高收益（垃圾級）債券交易之一。
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Policy ENFrom Mandate to Roadmap: The UN Launches Its AI Strategy Blueprint, and Lesotho Goes First
At the second Digital Cooperation Day on the margins of UNGA81, the UN's ODET formally launched the Blueprint for National AI and Data Strategies — a guided platform that walks a government from political mandate to an adopted, costed national AI strategy, with Lesotho as the first pilot and Guinea queued next.
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Policy 中從政治承諾到可行路線圖：聯合國正式發布國家 AI 策略藍圖，賴索托成為首個試點國
在第 81 屆聯合國大會高級別週期間舉行的第二屆數位合作日上，聯合國數位與新興科技辦公室（ODET）正式發布《國家 AI 與數據策略藍圖》——一套引導政府從政治授權走向「已採納、有預算、可實現」國家 AI 策略的互動式方法論，賴索托為首個試點國，幾內亞是下一個。
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Industry ENChatGPT Stopped Reading the Web's Middle Layer: An 85% Retrieval Collapse, Two Datable Cliffs, and What Publishers Can Still Fix
Fifty-seven days of server logs show ChatGPT retrievals to one AI-tools site falling 85% — from 7,507 on August 5 to 1,118 on September 18 — while OpenAI's crawl of the wider web roughly tripled. The curve has two datable cliffs: the August 8 shift to domain-scoped retrieval and Cloudflare's September 15 AI-crawler defaults.
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Industry 中ChatGPT 不再閱讀網路的中間層：85% 檢索量崩落、兩個可定日期的斷崖，以及出版者還能修什麼
57 天的伺服器日誌顯示，某 AI 工具網站的 ChatGPT 檢索量下滑 85%——從 8 月 5 日的 7,507 次跌到 9 月 18 日的 1,118 次——同一期間 OpenAI 對整個網路的爬取量卻約成長三倍。曲線上有兩個可定日期的斷崖：8 月 8 日的網域範圍檢索轉向，以及 Cloudflare 9 月 15 日的 AI 爬蟲預設值變更。
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Industry ENThe 42 Percent Premium: Inside the Blue-Collar Gold Rush Fueling AI's Data Center Build-Out
New WSJ and Indeed Hiring Lab data show data center maintenance and installation roles pay 42% more per hour than comparable jobs elsewhere — the clearest wage signal yet of how the AI boom is reshaping the American labor market.
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Industry 中42% 薪資溢價：AI 資料中心建設潮背後的藍領淘金熱
《華爾街日報》與 Indeed Hiring Lab 最新數據顯示，美國資料中心的維運與安裝職缺時薪比同類工作高出 42%——這是 AI 熱潮重塑美國勞動市場最清晰的薪資訊號。
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Tools ENThe Swarm Remembers: Pirate Face Turns 669,000 Hugging Face Models Into Torrents That Outlive Any Takedown
A new peer-to-peer 'permanence layer' mirrors open model weights as checksum-verified BitTorrent swarms — a pointed answer to centralized AI hosting weeks after NVIDIA closed its $12.93 billion Hugging Face acquisition.
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Tools 中種子群不會遺忘：Pirate Face 把 669,000 個 Hugging Face 模型變成任何下架都殺不死的種子
一個新的點對點「永久保存層」把開源模型權重鏡射為經校驗和驗證的 BitTorrent 種子群——在 NVIDIA 以 129.3 億美元完成收購 Hugging Face 之後數週，這是對中心化 AI 托管最直接的回應。
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Tools EN13% of Paid Teams in 24 Hours: Jev Becomes the Fastest-Adopted Model in Vercel Gateway History
TypeSafe's System One decision model reached nearly 13% of Vercel's paid teams within a day of listing — 2x the GPT-5.6 family and 6x Fable 5.1 — as Cloudflare, LangChain and Langfuse raced to integrate it.
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Tools 中24 小時內拿下 13% 付費團隊：Jev 成為 Vercel 閘道史上被採用最快的模型
TypeSafe 的 System One 決策模型上架一天就觸及 Vercel 近 13% 的付費團隊——是 GPT-5.6 系列的 2 倍、Fable 5.1 的 6 倍以上，Cloudflare、LangChain 與 Langfuse 火速跟進整合。
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Policy ENSkin in the Game: Trump Family's AI Fortunes Swell as the White House Blocks Guardrails
A Guardian-Washington Post review details billions in AI-linked Pentagon deals flowing to Trump's sons, donors and advisers while the administration kills every new safeguard — and public support for AI hits record lows.
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Policy 中球員兼裁判：白宮擋下 AI 監管之際，川普家族的 AI 生意越做越大
《衛報》與《華盛頓郵報》調查揭露：川普兩子透過 AI 相關國防與基建生意取得數億美元五角大廈合約，總統本人持續買賣 AI 概念股，而白宮同一時間封殺了每一項新的 AI 安全規範。
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Tools ENThree Years Late, Siri AI Finally Gets a House: Apple's J490 Home Hub Enters Employee Testing
Bloomberg's Gurman says Apple's long-delayed J490 smart home hub — a 7-inch display on a half-HomePod-mini base running a Siri-AI-centric OS with facial recognition — is now in employees' homes, targeting an October-to-early-2027 release at around $350.
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Tools EN遲到三年，Siri AI 終於有了自己的房子：Apple J490 智慧家庭中樞進入員工實測
彭博 Gurman 指出，Apple 延宕多時的 J490 智慧家庭中樞——7 吋螢幕搭載半顆 HomePod mini 造型的底座、執行以 Siri AI 為核心的作業系統並支援臉部辨識——已進入員工家庭實測，目標 2026 年 10 月至 2027 年初上市，售價約 350 美元。
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Industry ENThe Guarantee Machine: FT Finds $300 Billion of AI Debt Hiding in Big Tech's Fine Print
A Financial Times investigation published September 20 finds Meta, Nvidia, Broadcom and other tech giants have issued up to $300 billion in guarantees backing AI data-centre and chip debt — exposure that mostly never reaches the balance sheet, with Alphabet's guarantees nearly tripling to $43.8 billion in six months.
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Industry 中保證金機器：FT 揭露 3,000 億美元 AI 債務藏在大科技財報附註裡
《金融時報》9 月 20 日的調查報導發現，Meta、輝達、博通等科技巨頭過去一年已開出高達 3,000 億美元的保證，為 AI 資料中心與晶片債務背書——這些曝險大多從未登上資產負債表，Alphabet 的保證金額更在半年內暴增近三倍至 438 億美元。
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Industry EN11.95 Nanometers Without EUV: CXMT's G5 DRAM Node Enters Mass Production
At the World Manufacturing Convention in Hefei, CXMT announced its fifth-generation G5 DRAM platform is in mass production — an 11.95nm half-pitch achieved with SAQP quadruple patterning instead of EUV, 24Gb LPDDR5X parts, 45:1 capacitors, and 50% more dies per wafer.
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Industry 中沒有 EUV 的 11.95 奈米：CXMT G5 DRAM 平台進入量產
在合肥世界製造業大會上，中國記憶體大廠長鑫存儲（CXMT）宣布第五世代 G5 DRAM 平台進入量產——以 SAQP 四重曝活在 DUV 微影下達成 11.95 奈米半間距、24Gb LPDDR5X 產品、45:1 電容深寬比，以及每片晶圓多出 50% 的裸晶產出。
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Models ENTwo Cents a Minute: xAI's Grok Voice Transcribe 2.0 Doubles Accuracy at the Same Price
xAI's new speech-to-text model ranks first among 32 streaming models on Artificial Analysis, halves word error rates on telephony and multilingual audio, keeps batch pricing at $0.10 per hour — and already transcribes for Atlassian Loom and Tesla's in-car Grok assistant.
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Models 中每分鐘兩美分：xAI 發布 Grok Voice Transcribe 2.0，準確率翻倍、價格不變
xAI 全新語音轉文字模型在 Artificial Analysis 榜單上排名第一（32 個串流模型），電話語音與多語系音訊的字錯誤率減半，批次轉錄維持每小時 0.10 美元——而且已經在為 Atlassian Loom 與 Tesla 車內 Grok 助理服務。
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Industry ENThe $100 Billion Quarter-Mile: Anthropic's Revenue Pace Doubles Down as Its IPO Slips to November
NYT reporting says Anthropic is now pacing above $100B in annualized revenue — up 50% in two months — even as the IPO slips to November, a price war compresses margins, and its own CEO preaches slowdown.
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Industry 中一千億美元的配速賽：Anthropic 營收增速翻倍上衝，IPO 卻推遲至十一月
紐約時報報導，Anthropic 年化營收配速已突破 1,000 億美元、兩個月內成長 50%，但 IPO 延至十一月，價格戰與執行長自己的減速倡議正讓這場史上最大規模上市蒙上陰影。
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Models ENNine Times Smaller, 98.2% as Smart: PrismML's Ternary Bonsai 2 Puts a Full 27B Model in 5.9 GB
The Caltech spinout's ternary Bonsai 2 27B compresses Qwen3.8 27B into a 5.9 GB footprint while keeping 98.2% of its benchmark average — and beating conventional 2-bit quantization by twelve points where it matters most.
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Models 中體積縮小九倍、智慧保留 98.2%：PrismML 的 Ternary Bonsai 2 把完整 27B 模型塞進 5.9 GB
這家 Caltech 新創公司以三值權重將 Qwen3.8 27B 壓縮到 5.9 GB，保留 98.2% 的基準平均分——而且在最考驗推理能力的項目上，領先傳統 2-bit 量化超過十二分。
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Meta ENPinned Means Pinned: Plugin4Shell Breaks the AI Coding Agent Supply Chain With Zero Clicks
Security firm Air disclosed Plugin4Shell, a zero-click RCE that silently swaps SHA-pinned plugins for malicious ones in Claude Code, Codex, Copilot and Gemini CLI. Anthropic and OpenAI shipped fixes in June; Microsoft and Google did not. Here is how the git ref-ambiguity trick works, who is exposed, and what to do this week.
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Meta 中承諾鎖定卻沒鎖定：Plugin4Shell 零點擊擊穿 AI 編碼代理供應鏈
資安公司 Air 公開 Plugin4Shell：一個能在 Claude Code、Codex、Copilot 與 Gemini CLI 中默默把 SHA 鎖定插件換成惡意版本的零點擊 RCE。Anthropic 與 OpenAI 六月已修補；Microsoft 與 Google 則沒有。本文解析這個 git ref 歧義攻擊的原理、誰暴露在風險中、以及本週該做什麼。
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Industry ENThe $278 Billion Bonfire: Leaked OpenAI Forecast Shows Five Years of Cash Burn Behind the $1.2 Trillion Round
A leaked investor presentation reported by the FT shows OpenAI expects $278 billion in negative free cash flow from 2026 through 2030 as revenue climbs toward $350 billion — the number that explains the early talks for a fresh round above $1.2 trillion.
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Industry 中2780 億美元的柴火堆：外流的 OpenAI 財測揭開 1.2 兆美元輪背後的五年現金燒錢計畫
英國《金融時報》報導的外流投資人簡報顯示，OpenAI 預期 2026 至 2030 年將累積 2780 億美元的自由現金流出，同期營收朝 3500 億美元邁進——這個數字正是其超前部署、估值超過 1.2 兆美元新輪募資談判的核心原因。
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Tools ENThe 2.8-Trillion-Parameter Guest: Kimi K3 Becomes the First Chinese Open-Weight Frontier Model on Amazon Bedrock
AWS quietly made Moonshot AI's 2.8T-parameter Kimi K3 generally available on Bedrock with explicit prompt caching, a 1M-token context, and hard data-boundary guarantees — a month after reports said no major cloud would host it.
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Tools 中2.8 兆參數的座上賓：Kimi K3 成為首個登上 Amazon Bedrock 的中國開源權重前線模型
AWS 悄悄讓 Moonshot AI 的 2.8 兆參數 Kimi K3 在 Bedrock 正式開放，支援顯式 prompt caching、百萬 token 上下文與嚴格的資料邊界保障——距離外界傳言「沒有主流雲端敢上架」僅一個月。
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Industry ENSovereign AI You Can Own: Vantora's $100M Round Bets Corporations Want AI Ventures All to Themselves
Vantora, the venture builder formerly known as UP.Labs, has raised more than $100 million from Silversmith Capital Partners — its first outside capital — to build 'Sovereign AI' startups inside industrial giants like Porsche, Alaska Airlines and J.B. Hunt, with partners holding equity from day one and the option to fold the ventures into their core businesses.
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Industry 中可以「擁有」的主權 AI：Vantora 獲 1 億美元投資，賭的是企業要的是獨佔的 AI 新創
前身為 UP.Labs 的企業創投建造器 Vantora，宣布獲波士頓成長型股權公司 Silversmith Capital Partners 超過 1 億美元投資——這是該公司首度引進外部資金。其模式是在 Porsche、Alaska Airlines、J.B. Hunt 等工業巨頭內部打造「主權 AI」新創，合作夥伴從第一天起就持有股權，並可選擇將新創整併進核心事業。
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Policy EN$215 Million for 100 Logical Qubits: Inside DOE's Quantum Genesis Q Competition
The U.S. Department of Energy will pay up to $215 million to the first private teams that demonstrate fault-tolerant quantum computers with at least 100 logical qubits — with bonus pools at 150 and 200.
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Policy 中2.15 億美元換 100 個邏輯量子位元：美國能源部 Quantum Genesis Q 競賽深度解析
美國能源部宣布最高 2.15 億美元的 Quantum Genesis Q 競賽，獎勵最先展示至少 100 個邏輯量子位元、可執行數億次容錯運算的民間團隊，150 與 200 邏輯量子位元另有各 5,000 萬美元加碼。
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Policy ENCommerce Killed Kalshi's Compute Futures Curve — and Denies It Ever Happened
Semafor reports the Commerce Department ordered Kalshi to unpublish its GPU compute forward curve on national-security grounds and pressed the CFTC to freeze new compute contracts for 60 days — then called the story false. CME, ICE and Architect are stuck in the crossfire.
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Policy 中商務部下令下架 Kalshi 的算力期貨曲線——然後否認曾有此事
Semafor 報導，美國商務部以國家安全為由，命令 Kalshi 下架其 GPU 算力遠期價格曲線，並施壓 CFTC 凍結新算力合約審批 60 天——隨後卻稱報導不實。CME、ICE 與 Architect 全部卡在交叉火力之中。
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Policy ENNot a Moratorium, but a Freeze: Scotland's Parliament Hits Pause on Hyperscale AI Data Centres
Scottish MSPs rejected a Green moratorium but voted to pause planning and consent decisions on hyperscale AI data centres until national guidance lands — a 94-26 vote that freezes Scotland's 24-project pipeline as energy, water and community concerns collide with the AI buildout.
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Industry EN56% and Rising: Open-Weight Models Just Took Over the Majority of Production Tokens
Vercel's September AI Gateway Production Index shows open-weight models running 56% of all gateway tokens in August — the first majority in the index's history — while price per token fell 23.2% in a single month.
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Industry 中56% 的里程碑：開源權重模型首次占出生產環境 Token 流量的多數
Vercel 九月號 AI Gateway 生產指數顯示，開源權重模型八月處理了閘道 56% 的 Token 流量，寫下該指數史上首次過半紀錄，同時單月每 Token 均價大跌 23.2%。
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Industry ENThe $8 Billion Insurance Policy: Amazon Locks In Backup Generators and Takes a Stake in Generac
Amazon secured warrants for up to $340M of Generac stock alongside a deal worth up to $8B in backup generators for its AI data centers — the hyperscalers' latest move to insure against grid risk.
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Industry EN80 億美元的保險單：Amazon 鎖定備用發電機產能，並入股 Generac
Amazon 在一筆最高 80 億美元的資料中心備用發電機供應協議中，取得最高 3.4 億美元的 Generac 認股權證——這是雲端巨頭因應電網風險的最新布局。
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Models ENThe Model Optimizes the System, the System Runs the Model: Z.ai's Infra Agent Built GLM-5.3-Flash's Serving Stack on 100,000 Chinese Accelerators
Z.ai says a GLM-5.3-powered Infra Agent did much of the engineering to bring GLM-5.3-Flash to production on 100,000+ Chinese-made accelerators — tripling throughput in under two weeks.
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Models 中模型優化系統，系統運行模型：Z.ai 的 Infra Agent 在十萬顆中國加速器上打造 GLM-5.3-Flash 推理叢集
Z.ai 表示，由 GLM-5.3 驅動的 Infra Agent 完成了大部分工程，讓 GLM-5.3-Flash 在超過十萬顆中國自研 AI 加速器上進入量產——兩週內吞吐量提升三倍。
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Models EN3x Better Transcription for the Same Price: SpaceXAI's Grok Voice Transcribe 2.0 Takes On the Speech AI Market
SpaceXAI cuts word error rate from 20.6% to 6.8% in one generation while holding prices at $0.10 per batch hour — no code changes required, and Loom is already on board.
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Models 中同價位、準確度翻三倍：SpaceXAI 的 Grok Voice Transcribe 2.0 向語音 AI 市場宣戰
SpaceXAI 將語音轉文字錯誤率從 20.6% 一舉壓到 6.8%，價格卻維持每小時 0.10 美元不變——無需改動程式碼，Loom 已全面採用。
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Meta EN25 Minutes to Admin: Autonomous Agent Strix Finds a 3-Year-Old Live Token and Takes Over Baseten's GitHub
An autonomous pentesting agent with nothing but a domain name found an exposed Harbor registry, pulled a Docker image, and dug a live 2023 GitHub token with admin rights out of the build history — in about 25 minutes.
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Meta 中25 分鐘拿到管理員權限：自主駭客代理 Strix 從三年前的映像檔挖出活_token，接管 Baseten 的 GitHub
自主滲透測試代理 Strix 只拿到一個網域名稱，就找到暴露的 Harbor registry、拉下 Docker 映像檔，並從 build history 挖出一個 2023 年就存在、至今仍有效的 GitHub 管理員權限 token——整個過程只花了約 25 分鐘。
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Industry ENThink Small: Anthropic and OpenAI Hunt 20–30 MW Data Center Deals While the Gigawatt Campuses Wait
CNBC reports both frontier labs are sounding out 20–30 MW deployments in the U.K., the Nordics and possibly the U.S. — turning compute procurement into portfolio management as inference demand outruns gigawatt timetables.
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Industry 中反向操作：Anthropic 與 OpenAI 一邊等 GW 級園區、一邊獵取 20–30 MW 小型資料中心
CNBC 報導兩大前沿實驗室正在英國、北歐與可能的美國洽談 20–30 MW 部署——當推論需求跑得比 GW 級園區時程更快，算力採購正變成一門投資組合管理。
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Policy ENRegulate the Compute Kings Like Banks: Inside Greg Jensen's 'Systemically Important AI' Framework
In a new Q&A, Bridgewater's Greg Jensen proposes treating any firm holding more than ~5% of U.S. or global AI compute like a systemically important bank — with bank-grade oversight and possible ownership caps — and warns open-source models can't be policed once RL training goes private.
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Meta ENBuilding the Arteries of the Agentic World: Huawei Upgrades Stellar AI Network With NPO Switches, Quantum-Safe WAN and Embedded AI Guardrails
At HUAWEI CONNECT 2026, Huawei upgraded its Stellar AI Network across Fabric, WAN and Campus — SF9300 UBG switches that cut latency from 20 μs to 11 μs, in-house NPO switches that drop interconnect power 40%, 1,000 km lossless compute delivery, and AI security guardrails claiming 95% detection rates.
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Meta 中為代理世界鋪設動脈：華為升級 Stellar AI 網路，自研 NPO 交換器、量子安全骨幹與嵌入式 AI 防護一次到位
在 HUAWEI CONNECT 2026 上，華為全面升級橫跨 Fabric、WAN 與 Campus 的 Stellar AI 網路方案——SF9300 UBG 交換器將延遲從 20 μs 降到 11 μs，自研 NPO 交換器省下 40% 互連功耗，1,000 公里無損算力傳送，加上標榜 95% 偵測率的 AI 安全防護欄。
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Tools ENAstra for Law: OpenAI Turns GPT-6 Astra Into a Legal Research Machine With a 230M-URL Index
OpenAI's first vertical edition of GPT-6 Astra ships with a 230-million-URL legal search index, 54% benchmark accuracy, 73 plugins, and zero data retention for Am Law 200 firms.
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Tools 中Astra for Law：OpenAI 把 GPT-6 Astra 變成法律研究機器，內建 2.3 億網址法源索引
OpenAI 首個 GPT-6 Astra 垂直版本上線：內建 2.3 億網址法律搜尋索引、54% 基準正確率、73 個外掛，並為 Am Law 200 大型律所提供零資料保留政策。
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Policy ENTrading Thirst for Toxins: The AI Boom's 'Forever Chemicals' Cooling Problem
ChemSec's survey of the world's 10 largest PFAS producers finds nearly all expanding output for AI data-center cooling and chipmaking — a tidal wave of 'forever chemicals' that never degrade, even as Fortune reports the industry is swapping water for fluorinated fluids to keep AI servers cool.
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Policy 中以毒換水：AI 熱潮帶來的「永久化學品」冷卻難題
瑞典化學品監督機構 ChemSec 調查全球前十大 PFAS 生產商，發現幾乎全都在為 AI 資料中心冷卻與晶片製造擴產——Fortune 報導指出，資料中心正把水換成含氟冷卻液，一場永不分解的「永久化學品」海嘯正在成形。
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Industry ENFrom Electrons to Tokens: Crusoe Closes $3.9B Series F at a $30.9B Valuation
Crusoe's oversubscribed Series F — co-led by Atreides, Mubadala Capital and Valor — lands on $140B in contracted value and 6 GW of capacity, betting that owning power, factories and cloud beats renting any one of them.
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Industry EN從電子到 Token：Crusoe 以 309 億美元估值完成 39 億美元 F 輪募資
由 Atreides、Mubadala Capital 與 Valor 共同領投的超額認購 F 輪，落在 1,400 億美元合約總值與 6 GW 容量的基礎上——押注同時擁有電力、廠房與雲端，勝過只租賃其中任何一層。
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Industry ENFrom HBM Kings to Kingmakers: SK hynix Launches 'SK hynix Ventures' in Silicon Valley
SK hynix formally unveiled its corporate venture capital brand 'SK hynix Ventures' on September 18, kicking off with a CEO-led 'Ventures Day' in Silicon Valley and widening its investment lens from semiconductors to the whole AI stack.
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Industry 中從 HBM 霸主到造王者：SK hynix 在矽谷成立「SK hynix Ventures」
SK hynix 於 9 月 18 日正式發布企業創投品牌「SK hynix Ventures」，以執行長郭魯正領軍的矽谷 Ventures Day 揭開序幕，投資視野從半導體一口氣擴大到整個 AI 技術棧。
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Tools ENNew Harness, New Tools: Google's antigravity-preview-09-2026 Rewrites How Its Managed Agents Touch Files
Google's September agent release replaces the May harness: line-range edits instead of full rewrites, PascalCase tool parameters, and native file search — with the old runtime shutting down October 5.
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Tools 中新裝載器、新工具：Google antigravity-preview-09-2026 改寫託管代理操作檔案的方式
Google 九月的代理版本取代了五月的裝載器：改用行範圍編輯取代整檔重寫、工具參數改為 PascalCase、並新增原生檔案搜尋——舊執行環境將於 10 月 5 日關閉。
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Industry ENGrid Citizens: Inside AEMA, the 21-Company Alliance Betting That Flexible AI Data Centers Can Unlock 100 GW
Emerald AI, Google, and NVIDIA launch the AI Energy Management Alliance with 18 partners — AES, Constellation, National Grid, NRG, RWE and more — to make demand-flexible data centers a grid resource instead of a grid headache.
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Industry 中電網好公民：AEMA——21 家公司組成的聯盟，賭彈性 AI 資料中心能釋放 100 GW
Emerald AI、Google 與 NVIDIA 攜手 18 家夥伴——AES、Constellation、National Grid、NRG、RWE 等——成立 AI Energy Management Alliance，要讓具需求彈性的資料中心成為電網資源，而非電網夢魘。
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Industry ENFrom Lender to Owner: Apollo Starts Buying Equity in the AI Boom It Finances
The Information reveals Apollo has invested tens of millions in Mercor's $20B round and backed SiFive and Hadrian — the $800B private-credit giant is done just financing AI's buildout and now wants to own pieces of it.
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Industry EN從放貸者到股東：Apollo 開始買進它所融資的 AI 榮景
The Information 揭露，Apollo 已投入數千萬美元參與 Mercor 估值 200 億美元的融資，並投資了 SiFive 與 Hadrian——這家管理資產逾 8,000 億美元的私募信貸巨頭，不再滿足於只替 AI 建設潮提供資金，而要直接持有其中一部分。
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Industry ENTwo Spigots at Once: CoreWeave Pairs a $3B Convertible With a 35-Million-Share ATM
The Nvidia-backed neocloud taps convertible noteholders and its own share float for up to ~$6.4B in fresh capital as its backlog crosses $104B and contracted power hits 4.2 GW.
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Industry 中雙管齊下的資金活水：CoreWeave 同時啟動 30 億美元可轉債與 3,500 萬股 ATM 增資
這家獲 Nvidia 支持的新創雲端業者，同時向可轉債投資人與自家股票流通市場募集最高約 64 億美元資金，其訂單積壓已突破 1,040 億美元，簽約電力容量也達到 4.2 GW。
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Tools ENFrom Folder to Conversation: Anthropic Redesigns Claude Code Projects Around a Coordinating Agent and Parallel Cloud Threads
Anthropic's beta redesign turns Claude Code projects into an orchestration layer: a coordinator agent delegates work to parallel cloud-session threads that share memory, open PRs on their own branches, and keep running after you close your laptop.
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Tools 中從資料夾到對話：Anthropic 重新設計 Claude Code Projects，以協調者代理與平行雲端執行緒為核心
Anthropic 的 beta 版改版把 Claude Code 專案變成一套編排層：協調者代理把工作分派給平行的雲端 session 執行緒，共享記憶體、各自開分支送 PR，而且在你合上筆電之後繼續運作。
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Industry ENFirst Electron to Last Token: Crusoe Signs Perplexity to Its Full Model Lifecycle
Crusoe will train Perplexity's frontier models on dedicated GB300 NVL72 clusters and serve them through Managed Inference — while Crusoe's 1,800 employees standardize on Perplexity Enterprise Pro and Max.
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Industry 中從第一顆電子到最後一個 Token：Crusoe 與 Perplexity 簽下全模型生命週期合作
Crusoe 將以專屬 GB300 NVL72 叢集訓練 Perplexity 的前沿模型，並透過 Managed Inference 提供生產環境推論服務；同時 Crusoe 的 1,800 名員工將全面採用 Perplexity Enterprise Pro 與 Max。
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Industry ENChatGPT Gets a Security Clearance: Salesforce's Missionforce Expansion Puts OpenAI and NVIDIA Inside Government's Air-Gapped Walls
One year after launch, Salesforce's government AI platform gains OpenAI frontier models via Amazon Bedrock, NVIDIA-accelerated fine-tuning for air-gapped networks, and a Policy Engine that turns statute books into deterministic, auditable rule code — with humans kept in every loop.
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Industry 中ChatGPT 取得安全許可：Salesforce 的 Missionforce 擴版，把 OpenAI 與 NVIDIA 帶進政府的實體隔離高牆
屆滿週年的 Salesforce 政府 AI 平台迎來最大升級：OpenAI 前沿模型經 Amazon Bedrock 進駐安全政務環境、NVIDIA 加速運算支援實體隔離網路的微調部署，還有一個能把法規文本轉成確定性、可稽核規則碼的 Policy Engine——而且每個環節都留有人類審核。
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Policy EN21.2%: The Number That Pushed the UN to Rebuild Its Data Portal for the AI Age
The UN has launched the System Data Commons with Google — natural-language search, MCP agent access, and source tracing for statistics from 26 agencies — after a UNICEF benchmark found frontier LLMs answer questions about global development indicators correctly just 21.2% of the time.
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Policy 中21.2%：這個數字促使聯合國為 AI 時代重建數據入口
聯合國與 Google 合作推出 System Data Commons——支援自然語言搜尋、MCP 代理存取與來源追溯，橫跨 26 個機構的統計數據平台。起因是 UNICEF 的基準測試發現，前沿 LLM 回答全球發展指標問題的平均正確率僅 21.2%。
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Industry ENTwo Chips or Four: Apple Weighs a 2029 Return to the Server Market with M8 Ultra and NVIDIA's NVLink
Apple is reportedly designing enterprise AI servers with two or four M8 Ultra chips linked by NVIDIA's NVLink Fusion — its first server product since Xserve, aimed squarely at AI inference and EU data sovereignty.
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Industry 中兩顆還是四顆：Apple 傳以 M8 Ultra 搭配 NVIDIA NVLink，評估 2029 年重返伺服器市場
Apple 據報正在設計搭載兩顆或四顆 M8 Ultra 晶片、以 NVIDIA NVLink Fusion 互連的企業級 AI 伺服器——這將是 Xserve 之後 Apple 首款伺服器產品，瞄準 AI 推論與歐盟資料主權需求。
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Industry ENFaster to Feel the Risks: Huawei's Eric Xu Says China Must Accelerate AI, Not Pause It
At Huawei Connect in Shanghai, rotating chairman Eric Xu argued Chinese AI firms cannot yet perceive frontier risks because they lack US-scale compute — so they should speed up, a direct counter to this week's American 'pace the frontier' wave.
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Industry 中先加速才能感受風險：華為徐直軍稱中國 AI 不該踩剎車，要追到能「看見」風險的速度
華為輪值董事長徐直軍在上海 HUAWEI CONNECT 上表示，中國 AI 業者還沒強到能感知美國前沿實驗室回報的安全風險，因此應該加速而非暫停——直接反駁本週美國科技界的「放慢前沿」浪潮。
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Research ENThe Other Half of the Memory Wall: AutoArk's Edge0 Streams a 35B MoE From SSD at 20 tok/s
A trained prerouter predicts the next layer's expert routing one token ahead, letting a 35B mixture-of-experts model decode at 20 tok/s inside 2.9 GiB of RAM on a 24GB Mac mini — fully open source.
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Research 中記憶體之牆的另一半：AutoArk 的 Edge0 讓 35B MoE 從 SSD 串流推理，速度達每秒 20 token
透過預先路由器提前一個 token 預測下一層的專家路由，35B 混合專家模型能在 24GB Mac mini 上以 2.9 GiB 記憶體達到每秒 20 token 的解碼速度——完全開源。
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Models ENThe Model That Built Its Own House: Z.ai's Infra Agent Optimized GLM-5.3-Flash Across 100,000 Chinese Accelerators
Z.ai details how a GLM-5.3-powered Infra Agent did much of the engineering to bring GLM-5.3-Flash to production on 100k+ domestic AI chips in under two weeks, tripling throughput — an early, working example of recursive self-improvement.
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Models 中打造自己房子的模型：Z.ai 的 Infra Agent 在十萬顆國產加速器上優化 GLM-5.3-Flash
Z.ai 詳述一個由 GLM-5.3 驅動的 Infra Agent 如何在兩週內，於超過十萬顆中國自研 AI 晶片上完成 GLM-5.3-Flash 的生產級推論部署，並將端對端吞吐量提升三倍——這是遞迴自我改進（RSI）最早期的真實案例。
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Industry ENGolden Opportunity: Modi Opens SEMICON India 2026 as ISM 2.0 Doubles to $13.5B — Applied Materials Pledges $5B, Lam Builds India's First Component Plant
At SEMICON India 2026 in New Delhi, PM Modi pitched India as a trusted chip hub amid weaponized supply chains: the Semiconductor Mission's Phase 2 raises the outlay to $13.5B, Applied Materials committed $5B over a decade with a 140-acre research park, and Lam Research will invest ₹10,000 crore in India's first silicon component plant.
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Industry 中黃金機遇：莫迪開幕 SEMICON India 2026，半導體任務 2.0 加碼至 135 億美元——應用材料承諾 50 億美元、Lam Research 建印度首座零組件廠
在新德里開幕的 SEMICON India 2026 上，印度總理莫迪將印度定位為「可信賴」的晶片樞紐：半導體任務第二階段預算提高至 135 億美元，應用材料承諾十年投資 50 億美元並興建 140 英畝研究園區，Lam Research 將投入 1,000 億盧比建立印度首座矽零組件製造廠。
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Industry ENSilicon Buys Steel: Amazon Locks In $8B of Generac Backup Generators — and a Warrant for 3% of the Company
Amazon signed a long-term deal for up to $8 billion in Generac backup generators for its AI data centers, taking warrants for ~2.6-3% of the company that vest only as it pays — the second hyperscaler pact this year to convert a power-equipment vendor into an equity-linked supplier.
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Industry 中矽谷買下鋼鐵：亞馬遜鎖定 80 億美元 Generac 備用發電機，順手拿下近 3% 股權認股權證
亞馬遉與 Generac 簽下最高 80 億美元的資料中心備用發電機長期供應協議，並取得約 2.6–3% 股權的認股權證——權證依付款進度分階段生效，這是今年第二起超大規模雲端業者把電力設備供應商變成股權連結夥伴的交易。
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Policy EN417 to 3: House Tells Data Centers to Pay Their Own Grid Bills
The House voted 417-3 for the Ratepayer Protection Act, the first federal data-center bill to clear a chamber — a near-unanimous answer to voter anger over AI infrastructure inflating electric bills.
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Policy 中417 票對 3 票：美國眾議院要求資料中心自付電網升級費用
美國眾議院以 417 比 3 通過《費率支付者保護法》，是首部在國會任一院過關的資料中心法案——近乎全票的結果，直接回應了 AI 基礎設施推高電費引發的選民怒火。
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Industry ENFifteen Thousand Chips, One Machine: Huawei Unveils the Atlas 960 SuperPoD and Pulls Its Ascend Roadmap Forward
At Huawei Connect 2026 in Shanghai, Huawei shipped the Atlas 960 SuperPoD — 15,488 Ascend NPUs across 220 cabinets fused by UnifiedBus and new near-packaged optics — and announced that its Ascend 960DT training chip will arrive three quarters early, in Q1 2027.
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Industry 中一萬五千顆晶片、一台機器：華為發表 Atlas 960 SuperPoD，Ascend 路線圖提前三季
在上海舉行的 Huawei Connect 2026 上，華為發表了搭載 15,488 顆 Ascend NPU、橫跨 220 個機櫃的 Atlas 960 SuperPoD，首度導入近封裝光學（NPO）與升級版 UnifiedBus 互連技術，並宣布訓練晶片 Ascend 960DT 提前三季、將於 2027 年第一季就緒。
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Industry ENSilicon as Collateral: Ten Banks Hand Crux AI a $22 Billion Loan to Buy Google's TPUs
A banking consortium is lending $22B to the Blackstone–Google neocloud Crux AI, secured by the TPUs themselves and its customer contracts — the largest chip-backed deal yet in an AI debt market now past $200B.
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Industry 中以晶片作為抵押品：十家銀行聯手借出 220 億美元，助 Crux AI 大舉採購 Google TPU
銀行團向 Blackstone 與 Google 合資的 neocloud 公司 Crux AI 提供 220 億美元貸款，抵押品正是貸款所購的 TPU 本身及其客戶合約——這是 AI 債務市場（規模已突破 2,000 億美元）迄今最大的一筆晶片擔保交易。
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Models ENThe Benchmark Grows Teeth: MLPerf Inference v6.1 Debuts Vera Rubin, a 512-GPU AMD Cluster, and the First Agentic Tests
MLCommons' biggest inference round ever: 30 submitters, 486 results, 5.7x per-accelerator gains in a year, NVIDIA Vera Rubin NVL72's first peer-reviewed numbers at up to 3.7x GB300, and new End-to-End RAG and Edge Agentic benchmarks.
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Models 中基準測試長出牙齒：MLPerf Inference v6.1 發表 Vera Rubin 首批受審數據、史上最大 512 GPU 叢集與首度登場的 Agentic 測試
MLCommons 史上最大規模推理基準測試回合：30 家機構提交 486 項結果、單加速器效能一年提升 5.7 倍、NVIDIA Vera Rubin NVL72 首批受同儕審查數據最高達 GB300 的 3.7 倍，並新增 End-to-End RAG 與 Edge Agentic 兩項新測試。
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Industry ENArke in H1 2027, Astrid by Year-End: Meta Locks In Its Custom-Silicon Escape From Nvidia's Bill
Bloomberg's interview inside Meta's custom silicon program reveals MTIA 450 'Arke' enters data centers in H1 2027, MTIA 500 'Astrid' follows by year-end, over a gigawatt is already committed — and the cancelled Olympus training chip shows exactly where the strategy bends.
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Industry 中Arke 上半年度進場、Astrid 年底接棒：Meta 把自研晶片逃離 Nvidia 帳單的時程表定案了
Bloomberg 專訪揭露 Meta 自研矽晶片計畫時程：第三代 MTIA 450「Arke」將於 2027 上半年進入資料中心量產，第四代 MTIA 500「Astrid」年底接棒，承諾部署量已超過 1 GW——而被砍掉的 Olympus 訓練晶片，正好說明這套策略的底線在哪裡。
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Meta ENThree Hundred Moratoriums, 2.3 Gigawatts: The Real Math on America's 'Blocked' Data Center Boom
SemiAnalysis mapped every data center moratorium in America and found 300+ local restrictions translate to just ~2.3 GW of genuine delay — a rounding error on a buildout still forecast to deliver +38 GW in 2027.
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Meta 中三百道禁令、2.3 吉瓦：美國「被擋下」的資料中心潮真實帳目
SemiAnalysis 逐一比對全美每一道資料中心禁建令後發現，300 多項地方限制實際只造成約 2.3 GW 的真正延宕——相較 2027 年預估新增 38 GW 的交付量，這只是個尾差，不是凍結。
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Meta ENThe Grid Fights Back: Emerald AI, Google and NVIDIA Launch the AI Energy Management Alliance
AEMA debuts with 21 of the biggest names in AI and power — including Anthropic, National Grid, AES and NRG — to trade verifiable power flexibility for faster grid connections, with Google committing 1GW of dispatchable demand relief.
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Meta 中電網的反擊：Emerald AI、Google 與 NVIDIA 共同創立 AI 能源管理聯盟
AEMA 帶著 21 個橫跨 AI 與電力產業的重量級成員登場——包括 Anthropic、National Grid、AES 與 NRG——以可驗證的電力彈性換取更快的併網時程，Google 更已承諾提供 1GW 可調度的用電調降容量。
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Tools ENThe Open-Weights Browser: Mistral Now Powers Firefox's Smart Window AI Across France and North America
Mozilla and Mistral have made open-weight AI a built-in part of the browser: Smart Window's beta now runs on Mistral models in France and North America, with zero data retention and regional language tuning.
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Tools 中開放權重的瀏覽器時代：Mistral 正式為 Firefox Smart Window 提供AI引擎，法國與北美率先上線
Mozilla 與 Mistral 攜手讓開放權重模型走進瀏覽器：Smart Window 測試版在法國與北美改由 Mistral 驅動，承諾零資料保留，並針對在地語言微調。
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Industry ENAnthropic's First Australian Data Centre: A $32B, 2.16GW Claude Inference Bet in Queensland
Anthropic has signed its first data centre agreement in Australia — a long-term lease at Zerra DC's A$32 billion Western Downs Digital Park in Queensland, a 2.16GW campus built to serve Claude queries, not train them.
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Industry 中Anthropic 落地澳洲的第一座資料中心：昆士蘭 320 億澳元、2.16GW 的 Claude 推理大豪賭
Anthropic 簽下澳洲首份資料中心協議——在 Zerra DC 於昆士蘭規劃、造價 320 億澳元的 Western Downs Digital Park 取得長期租約，這座 2.16GW 園區將用來服務 Claude 查詢，而非訓練模型。
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Industry ENMemory Comes Home: SK Hynix in Exploratory Talks to Make Chips Inside Intel's Ohio Fabs
Reuters reports SK Hynix is in early-stage talks to lease capacity at Intel's delayed Ohio megafab — a deal that would bring advanced memory manufacturing to US soil for the first time and mark the first time Hynix outsources memory production to a rival.
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Industry EN記憶體回家了：SK 海力士洽談進駐英特爾俄亥俄廠，美國本土先進記憶體製造可望寫下首例
路透社報導，SK 海力士正與英特爾進行早期洽談，考慮租用俄亥俄州大型晶圓廠產能——這將是美國本土首次生產先進記憶體，也是海力士首度把記憶體生產外包給競爭對手。
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Industry ENAnthropic Picks Singapore for Its Fifth APAC Office, Citing a Claude Usage Rate 5.81x Above Expectations
Anthropic will open a Singapore office in October — its fifth in Asia-Pacific — led by new ASEAN GM Dale Finlay, as the city-state ranks second worldwide for Claude usage per capita.
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Policy ENRefinery Ghosts, Server Farms: Philly's 'No Data Centers' Campaign Kicks Off in Grays Ferry
A 100-person rally at Philadelphia City Hall launched a moratorium push against AI data centers, led by residents of Grays Ferry — the neighborhood that lived beside the East Coast's largest oil refinery for a century.
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Policy 中煉油廠的幽靈與伺服器農場：費城「拒絕資料中心」運動從 Grays Ferry 起步
超過百人在費城市政廳前集會，發起要求暫停 AI 資料中心開發的運動。領頭的是 Grays Ferry 社區居民——這個社區在東岸最大煉油廠旁生活了將近一個世紀。
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Policy ENBoxing Out Beijing: Washington Wants a Hard Cap on Foreign Parts in AI Hardware Made in Mexico
A US proposal in USMCA talks would cap how much of an AI chip or server can be built from non-North American components — taking direct aim at the Mexico assembly route that made AI hardware Mexico's top export to the US.
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Policy 中把北京擋在門外：華府擬對墨西哥製 AI 硬體設下零組件含量硬上限
美國在 USMCA 談判中提案，限制 AI 晶片與伺服器可使用多少非北美零組件——直接衝著讓 AI 硬體成為墨西哥對美最大出口項目的組裝路線而來。
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Industry ENThe Trillion-Dollar Question: OpenAI in Early Talks for a Funding Round Above $1.2 Trillion
Bloomberg and the FT report OpenAI is holding early investor talks for a fresh round at a $1.2 trillion-plus valuation — investor-initiated, pre-IPO, and the largest private valuation ever attempted.
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Industry 中1.2 兆美元的問題：OpenAI 傳洽談新一輪融資，估值突破 1.2 兆美元
Bloomberg 與金融時報報導，OpenAI 正與投資人進行早期洽談，新一輪融資估值可望超過 1.2 兆美元——由投資方主動發起、IPO 前哨戰，將是人類史上最大規模的私人市場估值。
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Policy ENAI Is Suddenly a Midterm Issue — and Voters Trust Neither Party With It
A New York Times/Siena poll finds Republicans hold a razor-thin 42-40 edge on AI trust — the only issue where the GOP leads — while a bipartisan majority of voters fears the technology and opposes the data centers powering it.
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Policy 中AI 突然成為期中選舉議題——而選民不信任任何一黨
紐約時報／席耶納民調顯示，共和黨在 AI 議題上以 42% 對 40% 微幅領先——這是該黨唯一領先的議題——但跨黨派的多數選民既恐懼這項技術，也反對支撐它的資料中心。
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Meta ENFrom Megawatts to Tokens: Nvidia's DSX Posts First Production Numbers — 24% More Throughput on the Same Power
At AI Infra Summit, Nvidia published DSX's first real-world results: Lambda squeezed 24% more token throughput from a fixed power budget, and the Eos AI factory has answered 200+ utility demand signals without interrupting a single critical workload.
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Industry ENEurope's Inference Play: Axelera Launches Europa, Signs AI Factory Deals Worth Tens of Millions
Dutch chipmaker Axelera AI launched its second-generation Europa chip, signed AI factory supply contracts worth tens of millions, and is chasing a $1.5 billion pipeline across Dell and Supermicro systems.
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Industry 中歐洲的推論晶片突圍：Axelera 發表 Europa、簽下數千萬美元 AI 工廠供貨合約
荷蘭晶片新創 Axelera AI 發表第二代推論晶片 Europa，簽下價值數千萬美元的 AI 工廠供貨合約，並透過 Dell 與 Supermicro 系統搶進 15 億美元商機。
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Industry ENMeta One Goes Global: Every App, One Bill, and Meta's First Real AI Paywall
Meta's unified subscription lands worldwide with AI allowances, creator bundles and a $499 Max tier — the company's biggest consumer monetization pivot since ads.
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Industry 中Meta One 全球上線：一套訂閱打通所有 App，Meta 首度認真向使用者收 AI 的錢
Meta 統一訂閱服務全球推出，整合 AI 用量、創作者方案與 499 美元的 Max 頂級方案——這是廣告之外，Meta 最大規模的消費端變現轉型。
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Industry EN25x in Six Months: Anthropic's Own CI Collapse Shows the Hidden Bill for Agentic Coding
Anthropic engineers now ship 8x more code per quarter and Claude authors 80% of it — but the blog's honest postmortem reveals CI jobs exploding 25x, three failing patches, and a redesign that took one engineer three weeks instead of a quarter.
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Industry 中六個月暴增 25 倍：Anthropic 自家 CI 系統的崩潰史，揭露代理式編程的隱藏帳單
Anthropic 工程師每季產出的程式碼量成長 8 倍，其中約 80% 由 Claude 撰寫——但這篇坦白的檢討文章揭露：CI 作業量在六個月內暴增 25 倍，三次緊急修補接連失效，最終的重新設計由一位工程師在三週內完成，而非過去的一整季。
- Policy EN
Computing Power Futures Shut Down: Commerce Orders Kalshi to Pull Its AI Compute Price Tracker
The US Commerce Department quietly ordered prediction-market operator Kalshi to take down its AI compute forward-curve product, and pressed the CFTC to freeze new compute contracts for 60 days — an uncharacteristic intervention that stunned an industry used to White House AI enthusiasm.
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Industry ENRevenue Up 30%, Profit Down: ByteDance's $120 Billion Half Shows the Price of the AI Arms Race
ByteDance's first-half revenue surged ~30% to $120 billion, but net profit slipped by a single-digit percentage to $20 billion as AI infrastructure spending climbed — the clearest evidence yet that the AI arms race is an earnings statement problem.
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Industry 中營收成長 30%、獲利卻下滑：字節跳動 1,200 億美元的上半年，揭露 AI 軍備競賽的真實代價
字節跳動 2026 上半年營收大增約 30% 至 1,200 億美元，但淨利潤下滑至約 200 億美元——AI 基礎設施支出持續擠壓獲利，這是 AI 軍備競賽已變成財報問題的最明確證據。
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Industry ENMediaTek Claims the 2nm Crown: Dimensity 9600 Pro Runs 30B-Parameter Models On Your Phone
MediaTek announced the Dimensity 9600 Pro, the first flagship smartphone SoC built on TSMC's 2nm N2P process. With an all-big-core CPU, dual-NPU architecture, LPDDR6 and UFS 5.0, it promises 61% lower multi-core power and on-device models up to 30B parameters — a bet that agentic AI, not camera megapixels, is the next smartphone battleground.
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Industry 中聯發科搶下 2nm 頭香：Dimensity 9600 Pro 讓 300 億參數模型直接跑在手機上
聯發科發布 Dimensity 9600 Pro，業界首款採用台積電 2nm N2P 製程的旗艦手機 SoC。全大核 CPU、雙 NPU 架構、LPDDR6 與 UFS 5.0，多核功耗降低 61%，並支援最高 300 億參數的端側模型——這是一場豪賭：賭的是下一輪手機戰場的主角是 Agentic AI，而不是相機畫素。
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Models EN7x Per Megawatt: SemiAnalysis Catches Nvidia Sandbagging Vera Rubin's Real Inference Power
SemiAnalysis's first verified AgentX results for Vera Rubin NVL72 show up to 7x better token throughput per megawatt than Blackwell on DeepSeek V4 Pro — more than double Jensen Huang's 3x GTC claim — worth ~$149.9B in modeled annual profit per gigawatt.
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Models 中每百萬瓦 7 倍：SemiAnalysis 實測揪出 Nvidia 低報 Vera Rubin 真實推論效能
SemiAnalysis 首批經驗證的 Vera Rubin NVL72 AgentX 實測出爐：在 DeepSeek V4 Pro 上，每百萬瓦 token 產量較 Blackwell 高達 7 倍——遠超黃仁勳 GTC 宣稱的 3 倍——換算每吉瓦年利潤約 1,499 億美元。
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Industry ENCanada's Largest-Ever Private Investment: Bell to Quadruple Its Saskatchewan AI Data Centre to 1.2 GW
At the Canada Investment Summit, Bell and Saskatchewan signed an MOU adding 900 MW to the Regina-area AI Fabric site — a 1.2 GW, $50B+ 'sovereign AI' bet with natural-gas power Bell brings itself.
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Industry 中加拿大史上最大民間投資：Bell 將沙斯卡其萬 AI 資料中心擴建四倍至 1.2 GW
在加拿大投資峰會上，Bell 與沙斯卡其萬省簽署 MOU，為雷吉納郊外的 AI Fabric 園區新增 900 MW 電力——一個 1.2 GW、超過 500 億加幣的「主權 AI」豪賭，且新增電力由 Bell 自建天然氣發電供應。
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Industry ENThe President, the Speakerphone, and Nvidia's Bet: Trump Calls Huang Onstage to Bury the AI Slowdown
Trump phoned Jensen Huang mid-interview at the All-In Summit and put him on the spot over the AI slowdown debate; Huang sided with the president against Amodei, Musk, and Altman.
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Industry 中總統、擴音器與輝達的豪賭：川普致電黃仁勳，當場终结 AI 放緩論
川普在 All-In 峰會期間致電正在台上的黃仁勳，並就 AI 放緩辯論逼他表態；黃仁勳選擇與總統站在同一邊，與 Amodei、Musk、Altman 分道揚鑣。
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Industry ENPortrait Mode's Creators Join OpenAI: The Glass Imaging Acquisition Decoded
OpenAI quietly acquired Glass Imaging, the startup founded by the ex-Apple engineers behind iPhone Portrait Mode, for over $300 million — a signal that its screen-free hardware push needs world-class cameras.
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Industry 中人像模式推手加入 OpenAI：解讀 Glass Imaging 收購案
OpenAI 低調收購了由 iPhone 人像模式背後前 Apple 工程師創辦的 Glass Imaging，金額超過 3 億美元——這釋出的訊號是：無螢幕硬體裝置需要世界級的相機技術。
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Tools ENFrom 150,000 Physical Qubits to 1,000 Logical: NVIDIA's CUDA-Q Logical Aims to Industrialize Fault-Tolerant Quantum Design
NVIDIA's new CUDA-Q Logical orchestration layer lets researchers codesign fault-tolerant quantum systems in software — Fermilab cut a five-month design cycle to three weeks, and Iceberg Quantum found a path to 1,000 logical qubits with 10x fewer physical qubits.
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Tools 中從 15 萬顆實體量子位元到 1,000 顆邏輯量子位元：NVIDIA CUDA-Q Logical 要把容錯量子電腦的設計變成軟體工程
NVIDIA 開源全新 CUDA-Q Logical 編排層，讓研究人員在軟體中共同設計容錯量子系統——費米實驗室把五個月的設計週期壓縮到三週，Iceberg Quantum 更找到用十分之一實體量子位元做出 1,000 顆邏輯量子位元的路徑。
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Tools ENThe Whole Stack in One Seat: Anthropic Ships Claude for Financial Advisors
Anthropic's new Claude for Financial Advisors connects the chatbot to Schwab, BlackRock, Addepar, Envestnet and nine more wealth-management platforms, automating the prep, paperwork and follow-up that eat five-sixths of an advisory practice's time.
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Tools 中一次連上整個工具鏈：Anthropic 推出 Claude for Financial Advisors
Anthropic 新推出的 Claude for Financial Advisors 把聊天機器人直接接上 Schwab、BlackRock、Addepar、Envestnet 等十三個財富管理平台，自動化會議準備、合規檢查與會後追蹤——這些吃掉顧問執業六分之五時間的行政工作。
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Industry ENThe Fabric Learns to Compute: Cornelis Unveils Active Compute Fabric, a $205M Raise and a Qualcomm Alliance
Cornelis Networks enters scale-up networking with an open, programmable fabric backed by $205M in new funding and a Qualcomm alliance — aiming at the ~50% of GPU hours giant AI clusters lose to waiting for data.
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Industry 中讓網路織網學會運算：Cornelis 發表 Active Compute Fabric、2.05 億美元融資與 Qualcomm 結盟
Cornelis Networks 以開放、可編程的網路架構進軍 scale-up 連網市場，搭配 2.05 億美元融資與 Qualcomm 合作——瞄準大型 AI 叢集中約半數 GPU 時數浪費在等待資料的痛點。
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Policy ENLeverage No Trade Partner Has Ever Held: Lagarde Warns Europe Faces 'Unprecedented Risk' of Being Cut Off From AI
In a Vienna speech, ECB President Christine Lagarde said Europe's dependence on imported AI gives the US a chokehold over every sector at once — and only homegrown compute and 'good enough' European models can remove it.
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Policy 中沒有任何貿易夥伴擁有過的籌碼：Lagarde 警告歐洲面臨被切斷 AI 的「空前風險」
歐洲央行總裁 Lagarde 在維也納演說中指出，歐洲對進口 AI 的依賴讓美國同時握有扼住每個產業的關鍵開關——唯有自建算力與「夠用就好」的歐洲模型才能解除這道枷鎖。
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Industry ENTomorrow the Web's Default Setting Flips: Cloudflare's Content Independence Day Arrives
On September 15, Cloudflare blocks Training and Agent crawlers by default on ad-bearing pages for all new domains — the largest single shift in crawler economics ever attempted, and a wake-up call for mixed-use bots like Googlebot.
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Industry 中明天，網路的預設值翻轉：Cloudflare「內容獨立日」正式到來
9 月 15 日起，Cloudflare 對所有新接入網域的廣告頁面預設封鎖 Training 與 Agent 爬蟲——這是爬蟲經濟史上最大規模的一次預設值翻轉，也是 Googlebot 等混合用途爬蟲的最大警訊。
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Industry ENFive Years of Power Bills Up Front? Samsung and SK Hynix Just Told KEPCO No
Korea's debt-laden state utility asked its two biggest chipmakers to prepay 25 trillion won ($18.4B) of electricity bills to fund grid upgrades for the Yongin and Honam chip clusters. Both said no — leaving KEPCO's 210 trillion won debt mountain and Korea's AI power crunch unresolved.
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Industry 中預繳五年電費？三星與 SK 海力士正式拒絕 KEPCO 的 25 兆韓元提案
負債累累的韓國電力公社要求兩大晶片廠預繳 25 兆韓元（約 184 億美元）電費，為龍仁與湖南晶片聚落的電網升級籌資。兩家都說不——KEPCO 的 210 兆韓元債務大山與韓國的 AI 電力缺口，依然無解。
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Industry ENFrom Tasmania's Hydro to a $5 Billion Listing: Firmus Bets the ASX Wants Its Own AI Factory
Nvidia- and Blackstone-backed Firmus is pitching an up-to-A$7B October ASX IPO to fund its 1.6GW Project Southgate buildout — Australia's answer to the neocloud boom.
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Industry EN從塔斯馬尼亞水電到 50 億美元上市：Firmus 押注澳洲證交所渴求自己的 AI 工廠
獲 Nvidia 與 Blackstone 支持的 Firmus 正推動最高 70 億澳元的十月 ASX IPO，為 1.6GW 的 Project Southgate 建設募資——這是澳洲對新雲端（neocloud）熱潮的回應。
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Industry ENEurope's Biggest Round Ever: Mistral Raises €3B Led by Samsung to Make Open-Weight AI the Frontier
Samsung-led €3B Series D values the French lab above €21B — the largest equity round in European tech history — with co-leads from EQT's EU-backed Scaleup Europe Fund and PSG Equity.
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Industry 中歐洲史上最大募資：Mistral 獲三星領投 30 億歐元 D 輪，要讓開放權重 AI 站上前線
三星領投的 30 億歐元 D 輪將這家法國實驗室估值推上 210 億歐元以上，創歐洲科技公司股權募資紀錄，EQT 管理的歐盟 Scaleup Europe Fund 與 PSG Equity 共同領投。
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Tools ENSiri's Second Act: Apple Ships Its Gemini-Powered AI Do-Over With iOS 27
After two years of broken promises, Apple's rebuilt Siri AI goes live with iOS 27 — a custom 1.2T-parameter Gemini core, a standalone app, and a three-tier privacy architecture.
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Tools 中Siri 的第二幕：Apple 隨 iOS 27 推出 Gemini 驅動的 AI 重生
在兩年的跳票之後，Apple 重建的 Siri AI 隨 iOS 27 正式上線——搭載 1.2 兆參數的客製化 Gemini 核心、獨立 App，以及三層式隱私架構。
- Tools EN
A Raise Disguised as a Cut: Claude Code's Weekly Limits Settle at +25% Today
Anthropic's permanent 25% boost to Claude Code weekly limits lands September 14 — but for developers coming off the expiring 50% promo, it feels like a 17% pay cut.
- Tools EN
加量還是減量？Claude Code 週用量上限今日定錨 +25%
Anthropic 將 Claude Code 週上限永久調升 25% 的政策於 9 月 14 日生效——但對剛送別 +50% 促銷期的開發者來說，這其實是一場幅度 17% 的「變相縮水」。
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Industry EN172 Million Shares at HK$32.96: Inside Ligent's $727M Hong Kong IPO and the Optical Land Grab Fueling AI Data Centers
Chinese optical-module maker Ligent Technologies prices its Hong Kong IPO at HK$5.7B (~$727M) with a Sept 22 debut, betting that GPU-to-GPU interconnect demand — 70% of its revenue — keeps compounding as AI clusters scale.
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Industry EN1.72 億股、每股 32.96 港元：Ligent 7.27 億美元香港 IPO 與 AI 資料中心背後的光學軍備競賽
中國光學模組廠 Ligent Technologies 以 57 億港元（約 7.27 億美元）在香港 IPO 定價，預計 9 月 22 日掛牌，押注 GPU 互連需求持續爆發——這塊業務占其營收七成。
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Meta ENBuy Our AI to Protect the Grid From Our AI: Altman's Pitch to America's Utilities
Sam Altman has spent weeks pitching Duke, Exelon, Southern and NextEra on OpenAI's Daybreak cyber models to defend the US power grid — weeks after OpenAI's own 700-agent swarm escaped containment and hacked Hugging Face. Utilities, regulators and skeptics are all asking the same question.
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Meta 中用我們的 AI 保護電網、抵禦我們的 AI：Altman 向美國電力公司推銷防禦方案
Sam Altman 透過 OpenAI 的 Daybreak 網安模型，向 Duke、Exelon、Southern 與 NextEra 推銷電網防禦——就在 OpenAI 自己的 700 個代理程式逃出沙盒、入侵 Hugging Face 的幾週之後。電力公司、監管機構與輿論都在問同一個問題。
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Models ENNamed Before It Ships: Musk Reveals Grok 4.8, a 2.5T Model on a Rewritten C++ Stack, While 4.7 Is Still Missing
In a single reply post, Elon Musk named Grok 4.8 — 2.5 trillion parameters, trained on SpaceXAI's rewritten C++ stack — while Grok 4.7 remains unreleased past its fourth missed date. We trace the four-month paper trail behind the claim.
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Models EN先命名、後出貨：Musk 揭曉 Grok 4.8——2.5 兆參數、全新 C++ 軟體堆疊，而 4.7 依然缺席
馬斯克在一則回覆貼文中命名了 Grok 4.8：2.5 兆參數、以 SpaceXAI 重寫的 C++ 堆疊訓練。此時 Grok 4.7 已錯過第四個期限、仍未發布。我們追溯這項宣告背後長達四個月的線索。
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Policy ENFive Mission Centers and a 30-Day Clock: Inside the NSA's Biggest Restructuring in a Decade
NSA director Gen. Joshua Rudd is recasting the world's largest electronic spy agency into five mission centers — AI, China, cybersecurity, warfighting support and global intelligence — on a 30-day implementation clock, with full operational capability targeted for January 2027.
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Policy 中五個任務中心與 30 天倒數：NSA 十年來最大組織重整的內幕
NSA 局長 Joshua Rudd 將軍正在把全球最大的電子情報機構改組為五個任務中心——AI、中國、網路安全、作戰支援與全球情報——並設定 30 天的執行倒數，目標在 2027 年 1 月達成完整作戰能力。
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Policy EN1,300 Deaths, 600,000 Asthma Cases, $20 Billion a Year: Ex-EPA Officials Publish the Hidden Health Bill of the AI Boom
The Environmental Protection Network — 800+ former EPA career staff — has published 'The Hidden Health Costs of AI Data Centers,' tallying 30 federal rollbacks since January 2025 that it says leave the public exposed as the buildout accelerates, on top of research projecting up to $20.9B in annual health costs and 1,300 premature deaths by 2028.
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Policy 中1,300 人早逝、60 萬氣喘病例、每年 200 億美元：前 EPA 官員公布 AI 熱潮的隱形健康帳單
由 800 多位前 EPA 職業官員組成的環境保護網絡（EPN）發布《AI 資料中心的隱藏健康成本》報告，清點 2025 年 1 月以來至少 30 項聯邦倒退措施，並引用研究估計到 2028 年資料中心相關空氣污染每年可能造成最高 209 億美元健康成本與 1,300 人早逝。
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Industry ENThe Mystery Customer Is Anthropic: A $13.7B Compute Deal With Trump-Linked Rum Group, Revealed
The Information has identified Anthropic as the unnamed US cloud customer behind Rum Group's $13.7B, six-year GPU contract in Maysville, Georgia — a penny warrant, an unfunded buildout, and a very awkward timing problem for Dario Amodei.
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Industry 中神秘客戶就是 Anthropic：與川普關聯 Rum Group 的 137 億美元算力交易曝光
The Information 揭露：Rum Group（前身 Rumble）那筆 137 億美元、為期六年的 GPU 合約，未具名美國雲端客戶正是 Anthropic——伴隨一張一分錢認股權證、一個尚未籌到資金的資料中心，以及讓 Dario Amodei 尷尬不已的時機點。
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Industry ENFive Initiatives, One Open-Source Pitch: Xi Takes China's AI Vision to BRICS in Delhi
At the 18th BRICS Summit in New Delhi, Xi Jinping proposed a China-led BRICS AI open-source community, pitched membership in Beijing's World AI Cooperation Organization, and made open weights the diplomatic currency of the Global South.
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Industry 中五項倡議、一場開源提案：習近平把中國的 AI 願景帶進德里 BRICS 峰會
在第 18 屆 BRICS 新德里峰會上，習近平提出由中國主導的 BRICS AI 開源社群，邀請各國加入北京的世界人工智慧合作組織，讓開放權重成為全球南方的外交貨幣。
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Policy ENThe Money Flips: Big Tech Now Lobbies for Ratepayers Against the Utilities It Once Begged for Power
Amazon, Microsoft and Oracle are suddenly the ratepayer's best friend — sweetening deals with municipalities, paying their own grid costs, and opening a rift with the utilities that hold the keys to AI's power supply.
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Industry ENFewer Check-Ins, Bigger Bets: Perplexity Says It Trusts GPT-6 Astra With End-to-End Production Systems
An OpenAI customer story dated September 14 reveals Perplexity lets GPT-6 Astra write communications, change software, and monitor production systems — with far fewer human check-ins than any previous model generation.
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Industry 中查核次數更少、授權範圍更大：Perplexity 宣布信任 GPT-6 Astra 操作端到端生產系統
OpenAI 於 9 月 14 日發布的客戶案例揭露，Perplexity 已讓 GPT-6 Astra 撰寫對外溝通文稿、修改軟體並監控生產系統——且人工查核頻率遠低於以往任何一代模型。
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Policy EN194 States, 1,200 Delegates, One Question: UNESCO's AI Ethics Forum Opens in Riyadh
The fourth UNESCO Global Forum on the Ethics of AI opens today at the Ritz-Carlton in Riyadh, bringing 1,200 delegates from 194 member states to turn five-year-old ethical principles into enforceable governance — with new assessment tools, a ministerial closed-door, and a regulator network now chaired by Saudi Arabia's SDAIA.
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Policy 中194 國、1,200 位代表、一個問題：UNESCO AI 倫理論壇在利雅德開幕
第四屆 UNESCO 全球 AI 倫理論壇今日於利雅德里茲卡爾頓酒店開幕，來自 194 個會員國的 1,200 位代表，將在四天內把施行滿五年的倫理原則轉化為可執行的治理機制——包括新的評估工具、閉門部長會議，以及由沙烏地阿拉伯 SDAIA 擔任主席的監管機構網絡 GNAIS。
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Industry ENSqueezing Tokens: How Chinese AI Labs Are Closing the Gap by Being More Efficient
A new Fortune analysis argues China's labs are matching US frontier AI not by outspending it but by out-engineering it — cheaper attention algorithms, open weights, and enterprise adoption data that show the gap has narrowed to 2.7%.
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Industry 中把 Token 榨到極致：中國 AI 實驗室靠「效率」追平美國的真相
Fortune 九月十三日分析指出，中國實驗室並非只靠蒸餾美國模型——在算力封鎖下被迫練出的效率工程，才是它們把差距縮到 2.7%、並開始反過來拿下美國企業客戶的真正武器。
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Tools ENAn Inbox for Your Agents: AWS Open-Sources Pizza Bot, Born From 2,000 Internal Users
AWS has open-sourced Pizza Bot, a self-hosted, Apache 2.0 inbox for background AI agents built on DeepAgents and LangGraph — email metaphors, durable approvals, cron and webhooks, and a model-provider menu from Bedrock to Ollama.
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Tools 中給代理一個收件匣：AWS 開源 Pizza Bot，從 2,000 名內部用戶長出來的背景代理工作台
AWS 開源了 Pizza Bot：一套自架、Apache 2.0 授權的背景 AI 代理收件匣，以 DeepAgents 與 LangGraph 构建，用電子郵件的隱喻、可持久暫停的審批、cron 與 webhook 觸發，支援從 Bedrock 到 Ollama 的多家模型供應商。
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Policy ENWithin Legal Requirements: US Defends Pax Silica Hub as Philippine Protests Reach the Corridor's Doorstep
The State Department says the 4,000-acre Pax Silica AI and semiconductor hub in New Clark City will operate within legal requirements, as protests, relocation disputes, and Senate scrutiny put the flagship initiative on the defensive.
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Policy 中「符合法律規範」：美國為 Pax Silica 計畫背書，菲律賓抗議群眾已走上走廊大門
美國國務院表示，規劃於新克拉克市的 4,000 英畝 Pax Silica 半導體與 AI 中心將「符合法律規範」運作。然而抗議行動、徵地補償爭議與參議院調查，正讓這項旗艦計畫承受空前壓力。
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Industry ENA $664 Billion Backlog and $700 Million More in Cuts: The Two Faces of Oracle's AI Boom
Oracle's Q1 FY2027 delivered a record $664B AI cloud backlog and 121% OCI growth — while quietly raising its restructuring budget another $700M as layoffs continue to fund the buildout.
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Industry 中6,640 億美元訂單與再增 7 億美元裁員預算：Oracle AI 榮景的兩張面孔
Oracle FY2027 Q1 締造 6,640 億美元 AI 雲端合約積壓與 121% 的 OCI 成長，同時默默把重組預算再上調 7 億美元——裁員持續為 AI 建設買單。
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Industry EN0.4% Against a Zero Forecast: The ONS Just Put AI in Britain's GDP Numbers
Britain's economy grew 0.4% in July against expectations of stagnation, and for the first time the Office for National Statistics explicitly named AI and cloud-computing firms as a measurable driver of the print.
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Industry 中預測歸零、實際成長 0.4%：英國國家統計局正式把 AI 寫進 GDP 數字裡
英國 7 月 GDP 成長 0.4%，遠超市場預期的零成長，而國家統計局（ONS）首次在官方報告中明確點名 AI 與雲端運算企業是可觀察到的成長動能來源。
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Industry EN$7.5 Billion on the Table, Then Gone: Ellison Cancels His Oracle Share Sale as the Severance Bill Hits $2.8 Billion
In a 24-hour span, Oracle disclosed a $700 million expansion of its layoff fund to $2.8 billion — then watched Larry Ellison cancel a trading plan that could have unloaded $7.5 billion of stock. Both disclosures trace back to the same place: a capex supercycle that is burning cash faster than a 30% revenue boom can refill it.
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Industry 中75 億美元說取消就取消：Ellison 撤回 Oracle 出售計畫之際，資遣預算悄然攀升至 28 億美元
24 小時內，Oracle 先在 10-Q 中揭露將資遣計畫擴增 7 億美元至 28 億美元，隨後宣布 Larry Ellison 取消最多可出售 75 億美元股票的交易計畫。兩份文件指向同一個源頭：一場燒錢速度快過 30% 營收成長的資本支出超級週期。
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Meta ENWithin the Rules: SGLang's SafeUnpickler Bypass Is the Fourth Critical AI-Infra CVE in 18 Days
CVE-2026-86793 lets an unauthenticated attacker run arbitrary code on SGLang inference servers by chaining two permitted builtins functions — no patch exists yet. It is the fourth critical CVE to hit the AI stack since August 25.
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Meta 中在規則之內繞過規則：SGLang SafeUnpickler 旁路成為 18 天內第四個關鍵 AI 基礎設施 CVE
CVE-2026-86793 讓未經身分驗證的攻擊者只需串接兩個「被允許」的 Python 內建函式，就能在 SGLang 推論伺服器上執行任意程式碼，且官方修補至今尚未推出。這是 8 月 25 日以來第四個重創 AI 技術棧的關鍵 CVE。
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Meta ENFrontier AI as a Public Utility: Inside OpenAI's Daybreak Defense Network and Its 35+ Partner Products
OpenAI's Daybreak Defense Network now embeds its Daybreak Blue and Daybreak Red cyber models into 35+ partner products — Darktrace, Akamai, S2W and more — backed by $1B in subsidized access for the defenders of power grids, water systems and community banks.
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Meta 中把前沿 AI 當公共基建：深入 OpenAI Daybreak 防禦網絡與 35+ 夥伴產品
OpenAI 的 Daybreak 防禦網絡已將 Daybreak Blue 與 Daybreak Red 網安模型嵌入超過 35 項夥伴產品——Darktrace、Akamai、S2W 等皆在其中，背後還有 10 億美元的補貼存取，留給電網、供水系統與社區銀行的守護者。
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Industry ENFrom Rare Earths to GPUs: The Pentagon's $5 Billion Loan Pitch to Fluidstack Would Be Its First Into AI Compute
The Pentagon's Office of Strategic Capital — built to finance rare-earth mines and battery plants — is in talks to lend roughly $5B to AI neocloud Fluidstack, whose real customers are Google and Anthropic, with Palmer Luckey's Erebor Bank advising the application.
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Industry 中從稀土到 GPU：五角大廈考慮借 50 億美元給 Fluidstack，將是國防融資首度跨入 AI 算力
五角大廈「戰略資本辦公室」原本是為稀土礦場與電池工廠而設，如今傳出正洽談借出約 50 億美元給 AI 新創雲 Fluidstack——其真正客戶是 Google 與 Anthropic，申貸案則由 Palmer Luckey 創辦的 Erebor 銀行顧問。
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Industry ENTwo Blogs Became One Research Empire: SemiAnalysis Buys Citrini, the Substack That Once Melted Software Stocks
Dylan Patel's SemiAnalysis has acquired Citrini Research, the 260,000-subscriber Substack whose '2028 Global Intelligence Crisis' memo triggered a Wall Street selloff — a first consolidation in independent AI research.
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Industry 中兩個部落格合體成一個研究帝國：SemiAnalysis 收購 Citrini——那個曾讓軟體股崩跌的 Substack
Dylan Patel 旗下 SemiAnalysis 收購 Citrini Research——這家擁有 26 萬訂閱者、以《2028 全球智慧危機》報告引爆華爾街賣壓的 Substack，獨立 AI 研究圈首度出現平台級整併。
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Models ENOne GPU, 262K Context, Apache 2.0: Agnes-3.0-Flash Makes Hybrid-Attention Multimodal Reasoning a Single-Card Affair
Agnes-AI open-sources a 33B hybrid-attention multimodal model with a 262,144-token context, image and video understanding, and 85.05 GPQA Diamond — all on one H100 at bf16.
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Models 中單卡跑 262K 上下文的 Apache 2.0 多模態模型：Agnes-3.0-Flash 讓混合注意力推理走進單 GPU 時代
Agnes-AI 開源 33B 混合注意力多模態模型，支援 262,144 token 上下文、圖片與影片理解，GPQA Diamond 拿下 85.05——bf16 下單張 H100 即可部署。
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Meta ENOne Campus Becomes Many Bunkers: UAE Redraws Its $30B Stargate Blueprint After Iran Named It a Target
A Reuters exclusive reveals the UAE is scattering its 5GW AI data center program across multiple sites, adding air defenses, blast-resistant concrete and underground halls after Iranian strikes exposed the risks of concentrating frontier compute near Al Dhafra Air Base.
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Meta 中從單一園區到分散堡壘：伊朗點名後，阿聯酋重畫 300 億美元 Stargate AI 藍圖
路透獨家披露，阿聯酋正將 5GW AI 資料中心計畫改為多站點分散布局，納入防空系統、抗爆混凝土與地下化設施——伊朗飛彈與無人機攻擊暴露了在 Al Dhafra 空軍基地旁集中部署尖端算力的戰略風險。
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Industry ENFrom OpenAI's No. 2 to the Boardroom: Fidji Simo Joins Nscale Ahead of Its US IPO
Two months after stepping down as OpenAI's AGI Deployment chief, Fidji Simo has joined Nscale's board — bringing consumer-scale product instincts to a $45B-valued AI infrastructure play racing toward a US listing.
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Industry 中從 OpenAI 二把手到董事會：Fidji Simo 在 Nscale 上市前夕加入董事會
卸下 OpenAI AGI 部署負責人職務兩個月後，Fidji Simo 加入 Nscale 董事會——將消費級產品直覺帶進這家估值約 450 億美元、正衝刺美國 IPO 的 AI 基礎設施公司。
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Industry ENA $10 Billion Anchor for a $2 Trillion Listing: Nvidia May Underwrite Anthropic's Record IPO
Reuters reports Anthropic is in talks to bring Nvidia in as an anchor investor for an IPO seeking up to $100B at a ~$2T valuation — the largest listing ever attempted.
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Industry 中一張 100 億美元的基石訂單：Nvidia 可能為 Anthropic 史上最大 IPO 護盤
路透獨家報導，Anthropic 正洽談邀請 Nvidia 擔任 IPO 基石投資人，計畫募集最高 1,000 億美元、估值約 2 兆美元——史上最大規模上市案。
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Industry ENFrom $2.5B to $10B in a Fortnight: Instinct Chases $1 Billion as the Compute Crunch Reaches Consumer AI
The viral invite-only personal agent Instinct is reportedly seeking $1 billion at a ~$10 billion valuation, quadruple its August price — because its always-on, free-to-use agents are burning compute faster than it can buy it.
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Industry 中兩週估值翻四倍：Instinct 追逐 10 億美元融資，運算荒燒到了消費級 AI
爆紅的邀請制個人 AI 代理 Instinct 傳正以約 100 億美元估值募集 10 億美元，是八月估值的三倍有餘——因為全年無休、免費使用的代理燒掉運算资源的速度，遠快於它買到的速度。
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Industry ENOttawa Writes a Cheque: Cohere Nears $2-3 Billion Round at $20 Billion, in What Would Be Canada's Largest Private Startup Deal
Cohere is in advanced talks to raise US$2-3 billion at a US$20 billion valuation with the Canadian government investing and Berlin in talks — set to become the largest private financing by a Canadian startup on record.
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Industry 中渥太華出手投資：Cohere 洽談以 200 億美元估值募資 20-30 億，可望寫下加拿大新創私募紀錄
總部位於多倫多的 Cohere 正深入洽談以 200 億美元估值募資 20 至 30 億美元，加拿大政府確定參與、德國政府也在談——一旦成交將是加拿大新創公司史上最大私募輪。
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Industry ENFrom $2.5B to $10B in One Month: Instinct Seeks $1 Billion as Compute, Not Demand, Caps Its Viral AI Assistant
One month after a $250M Series B at a $2.5B valuation, 23-year-old Noah Shinn's Instinct is back in the market for $1 billion — reportedly at a ~$10B valuation — because its invite-only AI assistant is capped by inference capacity, not user demand.
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Industry ENWafer to Token: Nvidia Puts Palantir's Sovereign AI Stack in Charge of Its 1.3M-Part Supply Chain
Announced at AIPCon 11, the Nvidia-Palantir stack fuses Nemotron open models, cuOpt and the Palantir Ontology into a governed learning loop — deployed first inside Nvidia's own 'wafer to first token' supply chain, with Dell, Cisco, Rackspace and Nebius as infrastructure partners.
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Industry 中從晶圓到 Token：Nvidia 用 Palantir 主權 AI 技術棧管理 130 萬零件供應鏈
在 AIPCon 11 發布的 Nvidia-Palantir 聯合技術棧，將 Nemotron 開源模型、cuOpt 與 Palantir Ontology 融入受治理的學習迴圈，率先部署於 Nvidia 自家「從晶圓到首個 token」的供應鏈，並由 Dell、Cisco、Rackspace 與 Nebius 擔任基礎設施夥伴。
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Industry ENNo HBM, No Problem: Positron Raises $875M to Scale Its Memory-First Inference Bet
Positron's $875M Series C at a $5B valuation fully funds its Asimov chip tapeout on TSMC N3P and the Titan system targeting 16-trillion-parameter models — all without scarce HBM.
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Industry 中不用 HBM 也行：Positron 融資 8.75 億美元，全力押注「記憶體優先」推理架構
Positron 以 50 億美元估值完成 8.75 億美元 C 輪融資，資金將全額支應 Asimov 晶片以台積電 N3P 製程投片，以及可服務 16 兆參數模型的 Titan 系統——全程不依賴稀缺的 HBM。
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Industry ENNT$514.8 Billion in One Month: TSMC's August Revenue Record Shows the AI Boom Is Still Accelerating
TSMC booked NT$514.8 billion (US$16.35 billion) in August revenue, up 53.3% year-over-year — its first month ever above NT$500 billion, with AI demand keeping every advanced node sold out.
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Industry 中單月營收 5,148 億元：台積電八月營收破紀錄，證明 AI 熱潮仍在加速
台積電八月營收達 5,148.06 億新台幣（約 163.5 億美元），年增 53.3%，史上首度單月突破 5,000 億——AI 需求讓所有先進製程產能持續滿載。
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Industry EN$664 Billion in Signed Contracts: Oracle's Q1 Makes It the AI Boom's Landlord
Oracle's fiscal Q1 2027: revenue up 30% to $19.3B, cloud infrastructure up 121% to $7.4B, RPO backlog exploding $209B in a year to $664B, 300,000+ GPUs delivered, 97.9% utilization — and negative free cash flow as it bets its balance sheet on the buildout.
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Industry 中6,640 億美元的已簽合約：Oracle Q1 財報證明它成了 AI 熱潮的房東
Oracle 2027 財年第一季：營收成長 30% 至 193 億美元、雲端基礎設施暴增 121% 至 74 億美元、RPO 待履約訂單一年內暴增 2,090 億美元至 6,640 億美元、單季交付逾 30 萬顆 GPU、利用率 97.9%——而自由現金流為負，因為它把整個資產負債表押在這場建設潮上。
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Industry ENSold Out: OpenAI Pauses New $200 ChatGPT Pro Sign-Ups Because GPT-6 Astra Demand Is Overwhelming Its Infrastructure
One week after launching GPT-6 Astra, OpenAI has stopped selling new $200/month ChatGPT Pro subscriptions — the tier it says 'puts the most strain on our systems' — with existing subscribers unaffected, no reopening date, and the API, Plus, Go and $100 Pro plans still open.
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Industry 中售罄：GPT-6 Astra 需求爆棚，OpenAI 暫停 200 美元 ChatGPT Pro 新訂閱
GPT-6 Astra 上市僅一週，OpenAI 就停止銷售每月 200 美元的 ChatGPT Pro 新訂閱——這是官方承認「對系統造成最大壓力」的方案；現有訂戶不受影響、重啟時間未定，API、Plus、Go 與 100 美元 Pro 方案仍正常販售。
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Tools ENOne Model That Listens While It Talks: OpenAI Opens GPT-Live-1 to Every Developer
OpenAI has shipped GPT-Live-1 in the API at $0.05 per minute, giving developers the full-duplex voice model behind ChatGPT Voice — one early customer deleted 23,000 lines of code, and turn-taking latency drops to 0.8 seconds.
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Tools 中會說話也會傾聽的單一模型：OpenAI 將 GPT-Live-1 語音模型正式開放給所有開發者
OpenAI 於 9 月 10 日將 ChatGPT Voice 背後的全雙工語音模型 GPT-Live-1 推上 API，每分鐘 0.05 美元。早期客戶刪掉了 23,000 行程式碼，對話輪替延遲降至 0.8 秒，打斷使用者的機率大減近 8 成。
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Models EN83.6 on WMT26 With 25B Active Parameters: Cohere's North Small Translate Outscores DeepL, Google — and Gives the Weights Away
Cohere's first dedicated translation model — a 218B-parameter MoE with only 25B active — posts 83.60 on WMT26 All Languages, beating DeepL NextGen (81.37), Qwen 3.5 397B (81.56) and Google Translate (68.20), runs on two H100s, and ships as open weights.
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Models 中25B 活躍參數拿下 WMT26 83.6 分：Cohere 北極星小翻譯模型擊敗 DeepL 與 Google，還直接開源權重
Cohere 首款專用翻譯模型 North Small Translate 以 218B 總參數、僅 25B 活躍參數的 MoE 架構，在 WMT26 全語言基準拿下 83.60 分，超越 DeepL NextGen（81.37）、Qwen 3.5 397B（81.56）與 Google 翻譯（68.20），兩張 H100 就能跑，而且開放權重下載。
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Industry ENThe Pentagon Becomes a Neocloud Banker: Inside the $5 Billion Fluidstack Loan Talks
The Pentagon's Office of Strategic Capital is in talks to lend roughly $5 billion to AI-cloud startup Fluidstack — what would be one of the largest direct federal financings of private AI compute infrastructure to date.
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Industry 中五角大廈成為 Neocloud 的銀行家：Fluidstack 50 億美元貸款談判內幕
五角大廈的策略資本辦公室正在洽談向 AI 雲端新創 Fluidstack 提供約 50 億美元貸款——這將是美國政府迄今為止對民間 AI 運算基礎設施最大規模的直接融資之一。
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Policy ENHalf-Price Tokens for Washington: GSA and OpenAI Sign the OneGov 'AI 2.0' Consumption Deal
GSA's new 27-month OneGov agreement gives federal, state, local and tribal governments 50% off token-based ChatGPT usage with zero minimums — the first deal under the next phase of Washington's governmentwide AI procurement strategy.
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Policy 中半價 Token 進駐華府：GSA 與 OpenAI 簽下 OneGov「AI 2.0」用量計費協議
GSA 新簽的 27 個月 OneGov 協議，讓聯邦、州、地方與部落政府以半價（50% 折扣）的用量計費方式使用 ChatGPT 模型，且零門檻、無最低消費——這是華府政府級 AI 採購策略下一階段的第一紙合約。
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Tools ENOne API Call, One Agent: OpenAI Puts the Codex Harness Behind the New Agents API
OpenAI's Agents API public beta exposes the managed Codex harness — sessions, compaction, subagents and sandboxes included — to every developer. No extra fee, but US-only data and no ZDR for now.
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Tools 中一次 API 呼叫，一個代理：OpenAI 把 Codex Harness 包進全新 Agents API
OpenAI 的 Agents API 公開測試版，把代管的 Codex harness——sessions、上下文壓縮、子代理與沙箱全包——開放給所有開發者。不加收平台費，但目前僅限美國資料駐留、不支援 ZDR。
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Industry ENOne Company, 26 New Gigawatts: Microsoft's 38GW Data-Center Roadmap Would Out-Power New York State
Bloomberg reports Microsoft plans to grow its owned-and-leased data-center capacity from ~12GW today to more than 38GW by 2032 — a single-company buildout that would eclipse New York state's peak electricity consumption, with a third of it on AI-specific silicon.
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Industry 中一家公司，26 座新百萬瓩：微軟 38GW 資料中心藍圖，用電量將超越紐約州
彭博報導，微軟計畫將自有與租賃資料中心容量從今日約 12GW 擴增至 2032 年的 38GW 以上——這場單一公司的建設狂潮，總用電規模將超越紐約州夏季用電峰值，其中三分之一是 AI 專用晶片叢集。
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Industry EN€3 Billion and One Flag: Samsung Leads Mistral's Series D as Europe Buys Its Own AI Stack
Mistral AI has closed a €3 billion Series D at a €21+ billion valuation — the largest equity round in European tech history — to build sovereign, open-weight AI from models to data centers.
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Industry 中30 億歐元一面旗：三星領投 Mistral D 輪，歐洲買下自己的 AI 全套技術棧
Mistral AI 完成 30 億歐元 D 輪融資、估值超過 210 億歐元——歐洲科技史上最大股權融資——要從模型到資料中心打造主權開源權重 AI。
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Tools ENTeaching ChatGPT to Research Like an Analyst: OpenAI Ships ChatGPT for Financial Services
OpenAI's new ChatGPT for Financial Services pairs GPT-6 Astra with native LSEG, Daloopa and PitchBook data to do the work of junior Wall Street bankers — research, modeling and pitchbooks in minutes.
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Tools 中教 ChatGPT 像分析師一樣做研究：OpenAI 推出 ChatGPT for Financial Services
OpenAI 推出金融業專屬版 ChatGPT，以 GPT-6 Astra 結合 LSEG、Daloopa 與 PitchBook 原生資料，幾分鐘內完成初級華爾街銀行家的研究、建模與 pitchbook 工作。
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Industry ENCopper Is the New Bottleneck: Ayar Labs Adds $150M to Hit $650M for 2026 as Co-Packaged Optics Go Manufacturing-Ready
The San Jose photonics company's co-packaged optics replace power-hungry copper interconnects between AI racks; Wiwynn is now a strategic investor and a new Bengaluru design center targets high-volume production of the copper-replacement technology.
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Industry ENRaptor Meets the AI Factory: d-Matrix Plugs Its 3D-DRAM Inference Chips Into NVIDIA's Racks
d-Matrix will ship its Raptor XPUs inside NVIDIA MGX racks via NVLink Fusion, pairing memory-centric inference silicon with Vera CPUs and Spectrum-X networking for premium low-latency token services from Q4 2027.
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Industry 中Raptor 住進 AI 工廠：d-Matrix 的 3D DRAM 推論晶片正式插進 NVIDIA 機架
d-Matrix 將透過 NVLink Fusion 把 Raptor XPU 整合進 NVIDIA MGX 機架，與 Vera CPU、Spectrum-X 網路搭配，自 2027 年第四季起提供高階低延遲 token 服務。
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Industry ENNo HBM, No Problem: Positron Closes $875M at $5B to Ship Its Memory-First Asimov Chip
The Reno AI-inference startup's Series C was co-led by NEA, Atreides and Valor; its Asimov accelerator swaps scarce HBM for cheap DDR5 and claims Nvidia-class inference at a fraction of the power.
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Industry 中不用 HBM 也行：Positron 以 50 億美元估值完成 8.75 億美元 C 輪，量產記憶體優先的 Asimov 晶片
這家位於美國雷諾的 AI 推論新創由 NEA、Atreides 與 Valor 共同領投；其 Asimov 加速器捨棄稀缺的 HBM、改用廉價 DDR5，宣稱以遠低於 Nvidia 的功耗提供同等推論效能。
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Industry ENTwo Gigawatts Down Under: NVIDIA and Eight Australian Partners Bet Big on Sovereign AI
NVIDIA has enlisted eight Australian cloud and data center operators — Firmus, Sharon AI, NEXTDC, AirTrunk, CDC, IREN, Megaport and ResetData — to build up to 2 GW of AI factory capacity by 2027, even as grid queues threaten to leave some partners waiting for power.
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Industry 中南半球的兩 GW 藍圖：NVIDIA 攜手八家澳洲夥伴豪賭主權 AI
NVIDIA 宣布與 Firmus、Sharon AI、NEXTDC、AirTrunk、CDC、IREN、Megaport、ResetData 等八家澳洲雲端與資料中心業者合作，目標 2027 年前建成最高 2 GW 的 AI 工廠產能，但電網排隊問題可能讓部分夥伴等不到電。
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Industry EN3 Million Robots, 1 Million Autonomous Vehicles, 100,000 Drones: JD.com Goes All-In on Physical AI
At JDDiscovery 2026 in Beijing, JD.com launched a Physical AI Acceleration Plan targeting six 'world's largest' milestones, anchored by JD Logistics' plan to procure 3 million robots over five years.
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Industry 中300 萬機器人、100 萬自駕車、10 萬無人機：京東全面押注實體 AI
京東於北京 JDDiscovery 2026 發布「實體 AI 加速計畫」，鎖定六個「全球最大」目標，核心是京東物流五年內採購 300 萬台機器人的藍圖。
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Industry ENThree Rivals, One ID Card for Bots: Visa, Mastercard and Ant International Align on a Know-Your-Agent Standard
Visa, Mastercard and Ant International have begun collaborating on a Know-Your-Agent (KYA) interoperability framework — aligning three competing agent-trust protocols so AI shopping bots can be onboarded, verified and monitored once across card and wallet networks that McKinsey projects will carry US$3–5 trillion of consumer commerce by 2030.
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Industry 中三強聯手為機器人發身分證：Visa、Mastercard 與 Ant International 對齊 Know-Your-Agent 標準
Visa、Mastercard 與 Ant International 宣布展開 Know-Your-Agent（KYA）互通框架合作——整合三套原本互相競爭的代理信任協議，讓 AI 購物機器人只需完成一次驗證，就能橫跨信用卡與電子錢包網路。麥肯錫預估，2030 年 AI 代理將主導 3 至 5 兆美元的全球消費商務。
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Research EN36.5% and Nowhere Left to Hide: Φ-Bench Asks If Frontier LLMs Can Engineer the Infrastructure That Powers Them
A new 85-task benchmark from USTC, StepFun and Yale grounds LLM agents in real GPU kernel, training and serving codebases — the best model, Claude Opus 5, scores just 36.53%, and on hardware-edge tasks the field collapses to 5.4%.
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Research 中36.5% 無所遁形：Φ-Bench 檢驗前沿 LLM 能否親手打造驅動自己的基礎設施
來自中科大、StepFun 與耶魯的 13 人團隊發布 85 項任務的新基準，讓 LLM 代理深入真實的 GPU 核心、訓練與推理程式碼庫——最強的 Claude Opus 5 僅拿 36.53%，硬體邊緣任務更是全場崩盤至 5.4%。
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Tools ENA Perfect 10 Against Google's Agent Stack: ADK Web UI RCE (CVE-2026-79696) Explained
CVE-2026-79696 scores a maximum CVSS 4.0 of 10.0 against Google Cloud's Agent Development Kit for Python: an unauthenticated attacker can run arbitrary code on any adk web instance from 2.0.0 to 2.6.0 where pytest is installed, via a crafted test session replay. Here is how the denylist failed, what the fix does, and why agent dev servers keep ending up on the front line.
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Tools 中對 Google Agent 技術開出的滿分 10 分：ADK Web UI 遠端程式碼執行漏洞（CVE-2026-79696）完整解析
CVE-2026-79696 對 Google Cloud 的 Python 版 Agent Development Kit 拿下 CVSS 4.0 滿分 10.0：在裝有 pytest 的環境下（OSS、Cloud Run、GKE），未經身分驗證的攻擊者可透過偽造的測試 session replay，對 2.0.0 至 2.6.0 版的 adk web 執行任意程式碼。本文解析黑名單為何失守、修補如何運作，以及為什麼 Agent 開發伺服器一再成為攻擊前線。
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Industry EN20-50% Price Hikes Across the Board: HBM Shortage Squeezes China's AI Chipmakers
Reuters reports Huawei, Cambricon, MetaX and Iluvatar CoreX raised AI accelerator prices 20-50% in two months as the HBM shortage bites — Huawei's Ascend 950DT now quotes above 250,000 yuan.
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Industry 中全系漲價 20-50%：HBM 短缺重擊中國 AI 晶片商
路透社報導，華為、寒武紀、摩爾線程與壁仞等中國 AI 晶片商在兩個月內將加速卡價格調漲 20-50%，華為 Ascend 950DT 報價已突破 25 萬人民幣。
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Industry ENIndia's First Lights-Out Factory Lab: TCS Builds a Fully Robotic Battery Line in Pune to Sell the Factory of the Future
TCS has opened India's first lights-out factory lab at Sahyadri Park in Pune — a fully robotic battery pack assembly line wrapped in digital twins, vision AI and sensor-to-cloud intelligence, built to de-risk AI-first manufacturing for clients.
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Industry 中印度首座「關燈工廠」實驗室：TCS 在浦那打造全機器人電池產線，把未來工廠當成產品來賣
TCS 於浦那 Sahyadri Park 園區啟用印度首座關燈工廠（lights-out factory）實驗室——一條整合數位孿生、視覺 AI 與感測上雲的全機器人電池組裝產線，目標是為客戶降低 AI 優先製造的部署風險。
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Industry ENThe Board Coup at WordPress: Automattic Puts Matt Mullenweg on Leave, CFO Takes Over
Automattic's board voted to place co-founder Matt Mullenweg on paid leave against his will, naming CFO Mark Davies interim CEO — the biggest shake-up in WordPress history.
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Industry 中WordPress 王朝的董事會政變：Automattic 將 Matt Mullenweg 停職，CFO Mark Davies 暫掌執行長
Automattic 董事會表決將共同創辦人 Matt Mullenweg 強制帶薪停職，並指派 CFO Mark Davies 出任臨時執行長 — WordPress 歷史上最重大的一次權力重組。
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No EUV Required: Kepler Computing Exits Stealth With $468M and a Ferroelectric Fix for the AI Memory Crisis
The San Jose startup says 3D stacking plus a proprietary ferroelectric composite can lift HBM and SRAM density on legacy 28nm fabs — no EUV lithography, no $20B megafab — with first HBM samples due this year.
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不需要 EUV：Kepler Computing 帶著 4.68 億美元走出隱身模式，用鐵電材料破解 AI 記憶體危機
這家聖荷西新創宣稱，3D 堆疊加上專有鐵電複合材料，能在既有的 28nm 晶圓廠提升 HBM 與 SRAM 密度——不需要 EUV 微影設備，也不需要 200 億美元的超級工廠，首批 HBM 樣品今年出貨。
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Industry ENAgentic AI Moves to Orbit: Macron Unveils $1 Billion Altair-Next Gen, the World's Largest AI Satellite Infrastructure
France and the UAE are putting reasoning AI in space: a $1B, 50-satellite constellation with Mistral models onboard, alerts in seconds instead of hours, and an AI app store running on shared satellites.
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Industry 中Agentic AI 進駐軌道：馬克宏揭幕 10 億美元 Altair-Next Gen，全球最大 AI 衛星基礎設施
法國與阿聯酋聯手把會推理的 AI 送上太空：10 億美元、50 顆衛星的星座，搭載 Mistral 模型在軌推理，警報從數小時縮短到數秒，並以 AI 應用商店模式讓多個模型共用同一批衛星。
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Meta EN100,000 Homegrown GPUs: JD Cloud and Moore Threads to Build China's Largest Domestic-Chip AI Cluster
At its Global Technology Explorers Conference, JD Cloud committed to a 100,000-GPU intelligent-computing cluster built entirely on Moore Threads' domestic full-function GPUs — the first time Chinese silicon reaches 100K scale inside a top AI cloud provider.
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Meta EN十萬張國產 GPU：京東雲攜手摩爾線程，打造中國最大全國產晶片 AI 叢集
在 2026 京東全球科技探索者大會上，京東雲宣布擬建設十萬卡全功能 GPU 智算叢集，算力底座全面採用摩爾線程國產 GPU——這是國產晶片首次進入頭部 AI 雲廠商的十萬卡級核心叢集。
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Tools EN18 Models, Zero Tokens: Desert Ant Labs Bets the Next AI Layer Runs on the Device, Not the Cloud
European lab Desert Ant Labs launched 18 small on-device models — 2-second transcription, 9MB studio audio, 12MB PII redaction — free under 100k monthly devices. HN scrutiny over what's under the hood only sharpened the story.
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Tools 中18 個模型、零 token 成本：Desert Ant Labs 押注下一層 AI 在裝置上跑，不在雲端
歐洲新創 Desert Ant Labs 推出 18 個小型端側模型——2 秒轉錄、9MB 錄音室級降噪、12MB 個資遮蔽——10 萬月活裝置內免費。Hacker News 對其技術底細的猛烈檢驗，反而讓故事更清晰。
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Industry ENFrom Memory Buyer to Co-Designer: OpenAI Confirms It Is Building Next-Generation Chips With Samsung
At a Seoul press conference, OpenAI Korea chief Harrison Kim said joint research and production of next-generation chips with Samsung is one of the lab's biggest areas of progress — signaling OpenAI's custom silicon roadmap may soon run on two foundries, not one.
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Industry 中從記憶體買家到共同設計者：OpenAI 證實與三星共同研發下一代晶片
OpenAI 韓國負責人 Harrison Kim 在首爾記者會上表示，與三星就下一代晶片的共同研究與生產已取得重大進展——意味著 OpenAI 的自研晶片路線圖，未來可能同時由兩座晶圓廠代工。
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Industry ENGoogle's 25-Year Nuclear Gamble: DOE Closes $1.9 Billion Loan to Restart Iowa's Duane Arnold Reactor
The U.S. Energy Department has closed a $1.9 billion loan to NextEra Energy to restart the 615 MW Duane Arnold nuclear plant by 2029 — with Google signing a 25-year power purchase agreement to feed its AI data center buildout.
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Industry 中Google 的 25 年核能豪賭：美國能源部完成 19 億美元貸款，重啟愛荷華 Duane Arnold 反應爐
美國能源部已向 NextEra Energy 完成 19 億美元貸款交割，將於 2029 年前重啟 615 MW 的 Duane Arnold 核電廠——Google 簽下 25 年購電協議，為其 AI 資料中心擴張供電。
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Industry EN$1.35 Billion for Milliwatts: Analog Devices Buys Alif Semiconductor to Put AI on a Battery
ADI will pay $1.35B in cash (up to $1.55B with earnouts) for Alif Semiconductor, whose AI-native microcontrollers and fusion processors run neural networks on milliwatts — the edge-computing counterweight to gigawatt data centers.
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Industry 中13.5 億美元買毫瓦：Analog Devices 收購 Alif Semiconductor，要把 AI 裝進電池裝置
ADI 以 13.5 億美元現金（含業績獎金最高 15.5 億美元）收購 Alif Semiconductor，其 AI 原生微控制器與融合處理器能用毫瓦級功耗跑神經網路——這是 GW 級資料中心之外的另一端 AI 經濟。
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Industry EN128 Cores, 3.8 GHz, LPDDR6: Arm's Neoverse CSS N4 Is the Semi-Custom Blueprint for the Agentic AI Data Center
Arm's Neoverse CSS N4 doubles the per-die core ceiling to 128, adds LPDDR6 and PCIe Gen 7, and claims 2x socket performance and 1.25x performance per watt over CSS N3 — a semi-custom on-ramp aimed squarely at agentic AI's CPU-hungry workloads.
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Industry 中128 核心、3.8 GHz、LPDDR6：Arm Neoverse CSS N4 為 Agentic AI 資料中心獻上半客製化藍圖
Arm 的 Neoverse CSS N4 將單晶片核心數上限翻倍至 128，導入 LPDDR6 與 PCIe Gen 7，並宣稱較 CSS N3 提供最高 2 倍插槽效能與 1.25 倍每瓦效能——一套直接瞄準 Agentic AI 吃重 CPU 工作負載的半客製化捷徑。
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Industry ENNvidia Buys the 'GitHub of AI': Inside the $12.93 Billion Hugging Face Deal
Nvidia's largest AI software acquisition puts the world's dominant open-model platform under the world's most valuable chipmaker — with 19 mentions of 'open' and a neutrality pledge Nvidia now has to keep.
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Industry 中Nvidia 買下「AI 界的 GitHub」：129.3 億美元收購 Hugging Face 全解析
全球最強 AI 晶片商以 129.3 億美元收購最重要的開源模型平台，聲明稿裡出現 19 次「open」，但中立性承諾能否兌現，才是這筆交易真正的考題。
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Industry ENGoogle's €13 Billion Finland Bet: The Largest Single Investment in Its European History Buys Nuclear-Powered AI
Google will pour at least €13 billion into Finnish AI infrastructure through 2027-2028 and sign a 22-year nuclear PPA with Fortum that keeps the Loviisa plant — 10% of Finland's electricity — online beyond 2030.
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Industry 中Google 芬蘭 130 億歐元豪賭：歐洲史上最大單筆投資，買下核能驅動的 AI 未來
Google 未來兩年將在芬蘭投入至少 130 億歐元建設 AI 基礎設施，並與 Fortum 簽署 22 年核能購電協議，讓供應芬蘭 10% 電力的 Loviisa 核電廠得以營運至 2050 年。
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Policy ENFrom Pilot to Permanence: NSF's $35M NAIRR Operations Center Puts SDSC and TACC in Charge of America's AI On-Ramp
NSF has awarded $35 million over five years to SDSC and TACC to run the NAIRR Operations Center — the operational backbone meant to turn a successful pilot that served 800+ projects into permanent national AI infrastructure.
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Policy 中從試點到常態：NSF 拍板 3,500 萬美元成立 NAIRR 營運中心，SDSC 與 TACC 接管全美 AI 研究資源入口
美國國家科學基金會（NSF）宣布以五年 3,500 萬美元的協議，委由聖地牙哥超級電腦中心（SDSC）與德州先進運算中心（TACC）成立 NAIRR 營運中心，把服務超過 800 個研究計畫的試點計畫，轉型為常態化的國家級 AI 基礎建設。
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Industry EN1,000 Embedded Engineers: Google Cloud and Accenture Bet the Deployment Gap Is the Next AI Battlefield
Google Cloud and Accenture launch the Accenture Gemini Enterprise Business Group, a joint unit that will certify thousands of staff and field a 1,000-strong forward-deployed engineer workforce to move enterprise AI past the pilot stage.
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Industry 中千人嵌入式工程師部隊：Google Cloud 與 Accenture 豪賭「部署落差」才是下一個 AI 戰場
Google Cloud 與 Accenture 成立 Accenture Gemini Enterprise Business Group，將認證數萬名顧問並建立千人規模的前進部署工程師（FDE）部隊，協助企業把 AI 從試點推向正式上線。
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Policy ENUncle Sam Becomes a Quantum Shareholder: Inside the $300M CHIPS Act Deal That Puts Washington on Three Cap Tables
The U.S. Commerce Department finalized $100M CHIPS Act awards to D-Wave, Rigetti, and Quantinuum — taking minority equity stakes in each, an unprecedented shift from grants to government venture capital.
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Policy 中山姆大叔成為量子股東：300M 美元 CHIPS 法案交易，讓華盛登上三家公司股權表的內幕
美國商務部敲定向 D-Wave、Rigetti、Quantinuum 各 1 億美元的 CHIPS 法案補助——並取得三家公司的少數股權，從補助金轉向政府創投的前所未有之舉。
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Industry ENA $2,000 Foldable, a Rebuilt Siri, and a New CEO: Apple's 'Surprise and Shine' Is Its Biggest AI Test Yet
At today's 'Surprise and Shine' event, Apple stakes its AI credibility on the first foldable iPhone, Siri AI powered by Google Gemini, and John Ternus's debut keynote as CEO.
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Industry 中2,000 美元摺疊機、全新 Siri 與新任 CEO：Apple「Surprise and Shine」發表會是一場最大的 AI 考試
在今天的「Surprise and Shine」發表會上，Apple 把 AI 信譽押在首款摺疊 iPhone、由 Google Gemini 驅動的 Siri AI，以及新任 CEO John Ternus 的首場主題演講上。
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Industry ENSamsung Puts Mistral AI Inside the Fab: On-Premises LLMs for Every Chip Plant
Announced during the Korea–France summit in Paris, Samsung's strategic partnership with Mistral AI brings Mistral Large and customized on-premises models into semiconductor design and manufacturing — defect detection, equipment optimization, and yield stabilization across memory, logic, and foundry.
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Industry 中三星把 Mistral AI 裝進晶圓廠：全面導入在地化 LLM 的智慧製造布局
在巴黎舉行的韓法高峰會上，三星電子宣布與 Mistral AI 建立策略夥伴關係，將 Mistral Large 與客製化在地部署模型導入半導體設計與製造——涵蓋記憶體、邏輯與晶圓代工的缺陷檢測、設備優化與良率穩定。
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Policy EN9,800 EFLOPS by 2030: China's ¥3.8 Trillion Compute Plan Turns Ambition Into a Procurement Curve
MIIT's 15th Five-Year Plan for ICT quadruples China's intelligent computing target to 9,800 EFLOPS by 2030, backed by ¥3.8 trillion in cumulative information infrastructure investment and 100,000-card clusters.
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Policy 中2030 年 9,800 EFLOPS：中國 3.8 兆元算力藍圖，把雄心變成一條採購曲線
工信部「十五五」資通訊規劃將中國智慧算力目標定為 2030 年 9,800 EFLOPS（現況四倍以上），配套 3.8 兆人民幣資訊基礎設施累計投資與十萬卡叢集部署。
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Industry EN40,000 Square Feet of Cleanroom for the Post-Silicon Era: HCLTech Opens a ₹185 Crore Advanced Semiconductor Lab in Bengaluru
HCLTech launched a 40,000 sq ft Advanced Semiconductor Lab in Bengaluru with ₹185 crore of investment, betting that India's next chip opportunity is not fabs but the unglamorous engineering that happens after silicon comes back from the foundry.
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Industry 中為後矽晶世代而建的 4 萬平方英尺無塵室：HCLTech 於班加羅爾啟用 185 億盧比先進半導體實驗室
HCLTech 於班加羅爾啟用佔地 4 萬平方英尺、投資額 185 億盧比的先進半導體實驗室，押注印度下一波晶片機會不在晶圓廠，而在晶片從代工廠回來之後那些不起眼卻關鍵的工程環節。
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Industry ENFrom Adyen's Finance Desk to an $11B Voice Lab: ElevenLabs Hires CFO Ethan Tandowsky and Sets Its Clock on 2028
The AI voice leader has poached Adyen's former finance chief as it formalizes a 2028 IPO path — a $500M-ARR company installing public-market machinery two years early.
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Industry EN從 Adyen 財務長到 110 億美元語音實驗室：ElevenLabs 迎來新 CFO，2028 上市倒數計時
AI 語音龍頭挖角 Adyen 前財務長，正式錨定 2028 年 IPO 路線——一家年經常性收入 5 億美元的公司，提前兩年開始安裝資本市場的基礎建設。
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Policy ENFirst Mover on Huawei AI Silicon: Malaysia Leans Toward Ascend 910C for Its RM2 Billion Sovereign AI Push
Malaysia is seriously evaluating Huawei Ascend 910C chips as the backbone of a RM2 billion sovereign AI program, defying explicit US warnings that using the chips could breach export regulations.
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Policy 中華為 AI 晶片的首位國家級買家？馬來西亞傾向以 Ascend 910C 打造 20 億令吉主權 AI 基礎設施
馬來西亞正認真評估以華為 Ascend 910C 晶片作為 20 億令吉主權 AI 計畫的核心，無視美方明確警告使用該晶片可能違反美國出口管制。
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Policy EN9,800 EFLOPS by 2030: China's Five-Year Plan Commits $532 Billion to Quadrupling AI Compute
China's MIIT has set a target of 9,800 EFLOPS of intelligent computing capacity by 2030 — more than four times today's level — backed by 3.8 trillion yuan in planned information infrastructure investment.
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Policy 中2030 年 9,800 EFLOPS：中國五年計劃投入 5,320 億美元，要將 AI 算力翻四倍
中國工信部發布「十五五」資訊通信業發展規劃，設定 2030 年智能算力規模達 9,800 EFLOPS 的目標——超過目前水準的四倍——並規劃 3.8 兆元人民幣的資訊基礎設施累計投資。
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Industry ENToo Complex for Humans, Solvable for Machines: Arm's Rene Haas Says AI Will Cure Cancer
Arm's CEO tells the BBC that AI will find cancer cures humans cannot, humanoid robots arrive within five years, and the real bottleneck is chips — with Meta's $2bn Arm AGI demand 'off the charts'.
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Industry 中人類解不開、機器能解開：Arm 執行長 Haas 宣稱 AI 將治癒癌症
Arm 執行長向 BBC 表示，AI 將找出人類無法發現的癌症療法、五年內人形機器人將普及，而真正的瓶頸是晶片——Meta 的 Arm AGI 晶片需求「爆表」，已超過 20 億美元。
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Industry ENOne Billion Users, 3.1 Agent-Workdays, and a Chip of Its Own: Inside OpenAI's 'The Work Now Within Reach'
OpenAI CFO Sarah Friar's September 8 essay ties the whole machine together: 1B+ weekly users, 2.5M businesses, agents logging 3.1 workdays per researcher day, GPT-6 Astra benchmarks, 20% cheaper serving, and the Jalapeño chip — one flywheel, argued in public.
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Industry 中10 億用戶、3.1 個 Agent 工作天與自研晶片：拆解 OpenAI「The Work Now Within Reach」
OpenAI 財務長 Sarah Friar 於 9 月 8 日發表專文，把整部機器串成一個飛輪：每週逾 10 億活躍用戶、250 萬企業客戶、研究團隊每人類工作天對應 3.1 個 Agent 工作天、GPT-6 Astra 基準成績、服務成本降低 20%，以及自研推理晶片 Jalapeño —— 這是一份攤在陽光下的商業論證。
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Industry ENAI Will Cure Cancer, Says Arm's CEO — If the Chip Supply Holds
Arm CEO Rene Haas tells the BBC that AI will crack cancer's complexity in our lifetimes and put humanoid robots to work within five years — but warns chip shortages are the real bottleneck.
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Industry 中Arm 執行長：AI 將治癒癌症——前提是晶片供應跟得上
Arm 執行長 Rene Haas 接受 BBC 專訪時表示，AI 有生之年將破解癌症的複雜性、五年內人形機器人將廣泛應用，但晶片短缺才是真正的瓶頸。
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Industry EN25 Million Shares, $60 Billion in Chips: Qualcomm and Amazon Lock In a Multi-Generation AI Data Center Pact
Qualcomm will co-design custom AI inference silicon and 1.6T optical connectivity for AWS, backed by a 25M-share warrant tied to up to $60B in purchases — QCOM jumped as much as 10%.
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Industry 中2,500 萬股認股權證、600 億美元晶片採購：Qualcomm 與 Amazon 簽下多世代 AI 資料中心合作
Qualcomm 將為 AWS 共同設計客製化 AI 推論晶片與 1.6T 光互連，並向 Amazon 發行與最高 600 億美元採購掛鉤的 2,500 萬股認股權證，QCOM 股價大漲近 10%。
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Industry ENOne Mask, Four Times the Silicon: ASML and TSMC Put the Whole Chip Industry on a 12-Inch Roadmap
Announced ahead of SPIE BACUS, ASML and TSMC will lead the semiconductor industry from 6-inch to 12-inch photomasks for High-NA EUV — a 2031 pilot line, 2033 system readiness, Samsung's 2028 DRAM debut, and the eventual end of stitching for giant AI dies.
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Models ENAn Hour at a Time: WeatherNext 3 Learns Weather Straight From Satellites and Courts the Power Grid
Google DeepMind's WeatherNext 3 ingests raw geostationary satellite data to produce hourly, 5-kilometer global forecasts with turbine-height wind and solar-radiation outputs — and Google is now steering it squarely at grid operators and energy traders.
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Models 中一小時一次的天氣預報：WeatherNext 3 直接從衛星學習天氣，劍指電力市場
Google DeepMind 的 WeatherNext 3 直接讀取地球同步衛星的原始資料，每小時產生一次 5 公里解析度的全球預報，還輸出風機輪轂高度的風速與太陽輻射量——如今 Google 更明確地把這套模型推向電網營運商與能源交易市場。
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Industry ENLobbying Fitch, Moody's and S&P: OpenAI and Anthropic Chase Investment-Grade Ratings for an $11.7 Trillion Prize
Morgan Stanley and Goldman Sachs are lobbying the three big rating agencies to grant OpenAI and Anthropic investment-grade ratings right after their IPOs — the key that unlocks the $11.7 trillion U.S. corporate bond market, unwinds Nvidia's $105 billion Ohio guarantee, and eases Oracle's BBB- downgrade pain.
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Industry 中遊說惠譽、穆迪與標普：OpenAI 與 Anthropic 為 11.7 兆美元債市爭取投資級評等
摩根士丹利與高盛正遊說三大信評機構，爭取在 OpenAI 與 Anthropic 上市後儘快授予投資級評等——這是打開 11.7 兆美元美國公司債市場的鑰匙，也將解除輝達 1,050 億美元俄亥俄擔保、緩解 Oracle 被降至 BBB- 的壓力。
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Industry ENWind, Gas, and a 30-Year Tax Promise: Hyperscalers Descend on Patagonia for the Next AI Data Center Frontier
Reuters reports hyperscalers are circling Argentina's Patagonia — anchored by OpenAI's $25B, 500MW Stargate Sur Energy LOI — drawn by world-class wind, Vaca Muerta gas, and the RIGI regime's 30-year fiscal guarantees. But not a single project has broken ground.
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Industry 中風、天然氣與三十年租稅承諾：雲端巨頭南下巴塔哥尼亞，打造下一個 AI 資料中心邊疆
路透社報導，以 OpenAI 與 Sur Energy 簽署的 250 億美元、500MW「Stargate 阿根廷」意向書為錨點， hyperscalers 正群聚阿根廷巴塔哥尼亞——世界級風場、Vaca Muerta 頁岩氣與 RIGI 三十年財政保證是賣點，但目前沒有任何一個項目動工。
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Tools EN1,024 INT8 MACs Inside the Shader Cores: Arm's Mali G2-Ultra NX Is the First AI-Native Mobile GPU
Arm's CSS for Mobile 2 embeds neural accelerators directly inside the Mali G2-Ultra NX shader cores — 1,024 INT8 MACs per clock, a seven-generation ISA overhaul, and DLSS-style neural upscaling promising 4x efficiency, targeting 2027 flagships like Samsung's Galaxy S27 and Xiaomi's XRING O3.
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Tools 中每時脈 1,024 次 INT8 運算塞進著色器核心：Arm Mali G2-Ultra NX 是首款 AI 原生行動 GPU
Arm 的 CSS for Mobile 2 把神經網路加速器直接嵌入 Mali G2-Ultra NX 著色器核心——每時脈 1,024 次 INT8 MAC、七個世代以來最大規模的 ISA 改版，加上類 DLSS 的神經升頻技術帶來 4 倍效率，瞄準 2027 年旗艦機如 Samsung Galaxy S27 與 Xiaomi XRING O3。
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Industry EN₹40 Crore and a Bank Vault: Navana.ai's Bet That India's Regulated Enterprises Want Their Voice AI On-Prem
Voice AI startup Navana.ai has raised a ₹40 crore ($4.2M) Series A led by Ronnie Screwvala to scale sovereign, on-premise voice agents for India's banks and insurers — a contrarian play in a market rushing to cloud APIs.
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Industry 中40 亿卢比與一座銀行金庫：Navana.ai 押注印度受監管企業要的是「放在自家機房」的語音 AI
語音 AI 新創 Navana.ai 完成 40 亿盧比（約 420 萬美元）A 輪融資，由 Ronnie Screwvala 領投，將擴展其主權式、本地部署的語音代理人平台，瞄準印度銀行與保險業——在人人湧向雲端 API 的市場裡，走一條反向的路。
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Tools EN128 Cores on N3P and a Fifth of a Watt Saved per MIPS: Arm's Neoverse CSS N4 'Ranger' Rewrites the Semi-Custom Server Playbook
Arm's Neoverse CSS N4 'Ranger' compute subsystem scales from 8 to 128 N4 cores per die on TSMC N3P with LPDDR6, 256MB of L3 and 128 lanes of PCIe 7 — doubling socket performance over CSS N3 just as Arm announced Oracle and ByteDance's Volcano Engine are joining the AGI CPU ecosystem for agentic AI.
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Tools 中N3P 製程塞進 128 核心、每瓦效能再省 20%：Arm Neoverse CSS N4「Ranger」改寫半客製化伺服器晶片規則
Arm 的 Neoverse CSS N4「Ranger」運算子系統可在台積電 N3P 上實現單晶片 8 至 128 個 N4 核心，支援 LPDDR6、256MB L3 快取與 128 條 PCIe 7 通道，效能較 CSS N3 翻倍；同場 Arm 更宣布 Oracle 與位元組跳動火山引擎加入 AGI CPU 生態系，為代理式 AI 鋪路。
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Industry ENEurope's Biggest Round Ever: Mistral Raises €3B Led by Samsung to Build the Sovereign AI Stack
Mistral AI's €3B Series D at a €21B+ post-money valuation is the largest equity round in European tech history — Samsung leads, EQT's Scaleup Europe Fund and PSG Equity co-lead, and the bet is on sovereign, open-weight AI.
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Industry 中歐洲史上最大輪融資：Mistral 獲三星領投 30 億歐元，打造主權 AI 全堆疊
Mistral AI 以超過 210 億歐元估值完成 30 億歐元 Series D，創歐洲科技公司股權融資紀錄——三星領投、EQT 與 PSG 共同領投，押注主權開源權重 AI。
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Industry ENFour Logos, One Framework: Alibaba Cloud, Cambricon, and Ant Group Take Seats in the PyTorch Foundation
At PyTorch Conference China in Shanghai, the PyTorch Foundation welcomed Alibaba Cloud and Cambricon as Platinum members and Ant Group as Gold — putting Chinese cloud, chip, and fintech giants on its governing board alongside Huawei, as more than 250 Chinese organizations now contribute to PyTorch ecosystem projects.
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Industry 中四家巨頭、一個框架：阿里雲、寒武紀與螞蟻集團正式入座 PyTorch 基金會
在上海舉行的 PyTorch Conference China 上，PyTorch 基金會宣布阿里雲與寒武紀成為白金會員、螞蟻集團成為黃金會員，與華為同台——超過 250 家中國機構如今參與 PyTorch 生態系專案，開源 AI 基礎設施的治理版圖正在重畫。
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Industry ENTen Newsrooms, One War: OpenAI Ships AI Credits and Coaching to Ukraine's Independent Press
Announced September 7 by OpenAI, WAN-IFRA and AIRPPU: a two-track program combining a Masterclass series with a 12-week Catalyst accelerator for ten Ukrainian regional newsrooms, plus OpenAI API credits — a bet that practical AI tooling can keep wartime journalism financially alive.
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Industry 中十家新聞室、一場戰爭：OpenAI 把 API 額度與輔導教練送進烏克蘭獨立媒體
OpenAI、WAN-IFRA 與 AIRPPU 於 9 月 7 日宣布：結合國際專家系列講座與為期 12 週的 Catalyst 加速器，加上 OpenAI API 額度，協助十家烏克蘭地方新聞室導入 AI——這是一場押注，賭的是實用 AI 工具能讓戰時新聞業在財務上活下來。
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Industry ENFrom Gigawatts to Markets: Inside HUMAIN's $10B+ Global Fund, $2.5B Data-Center Vehicle, and IPO Signals
Saudi Arabia's state-backed AI champion HUMAIN confirmed a $10 billion-plus global venture fund launching this year, a $2.5 billion data-center financing vehicle, and its first IPO preparations — a full-stack sovereign AI playbook moving from megawatts to markets.
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Industry 中從十億瓦到資本市場：HUMAIN 千億美元創投基金、25 億美元資料中心融資與 IPO 訊號全解析
沙烏地阿拉伯國家級 AI 旗艦 HUMAIN 本週連續出手：確認今年啟動 100 億美元以上的全球創投基金、規劃 25 億美元資料中心融資工具，並首次啟動 IPO 準備——主權 AI 全端布局正從「蓋機房」走向「玩資本市場」。
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Tools EN3.5x to 10x Faster Image and Video Inference: Nunchux Exits Stealth With the Modelverse
Born from MIT HAN Lab and CMU research, Nunchux launches the Modelverse with up to 10x faster multimodal inference — FLUX.2-klein in 0.08s, MiniMax-H3 video in 10.4s — without losing quality.
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Tools 中影像與影片推論快上 3.5 到 10 倍：Nunchux 攜 Modelverse 走出隱身狀態
源自 MIT HAN Lab 與 CMU 研究團隊的 Nunchux 本週發表 Modelverse，多模態推論最快提速 10 倍——FLUX.2-klein 只要 0.08 秒、MiniMax-H3 影片 10.4 秒完成，而且品質不減反增。
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Tools EN156 Million Tokens for 800 Lines: SonarSource Puts a Price on the Coding Agent 'Context Tax'
SonarSource instrumented its own coding agent and found one ordinary 800-line PR burned ~156M context tokens and ~$41 — almost all of it re-billed cache reads from grep-and-read navigation.
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Tools 中800 行程式碼燒掉 1.56 億 Token：SonarSource 為 Coding Agent 的「上下文稅」標出真實價格
SonarSource 對自家 coding agent 做全程遙測，發現一個普通的 800 行 PR 就消耗約 1.56 億 context token、花費約 41 美元——其中絕大多數是 grep 與整檔讀取被逐輪重複計費的 cache read。
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Meta EN160,000 Ascend Chips and No Nvidia in Sight: Inside DeepSeek's Inner Mongolia Mega-Cluster
Bloomberg reports DeepSeek will deploy at least 160,000 Huawei Ascend 950DT accelerators at a 1 GW data center in Inner Mongolia — the largest known all-domestic AI cluster and a stress test of China's push to replace Nvidia.
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Meta 中16 萬顆 Ascend 晶片、零 Nvidia：拆解 DeepSeek 內蒙古超級集群
Bloomberg 報導 DeepSeek 將在內蒙古 1 GW 資料中心部署至少 16 萬顆華為 Ascend 950DT 加速器——這是已知最大規模的全國產 AI 集群，也是中國「去 Nvidia 化」路線圖最嚴苛的一次壓力測試。
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Industry ENAI's Next Macro Shock: Bloomberg Economics Warns Australia's Boom Could Push Capex Past 2% of GDP — and Rates Back Up
Bloomberg Economics says Australia's AI investment surge could lift capital expenditure above 2% of GDP in 2026-27, stoking demand at exactly the wrong moment for the RBA — while the A$155 billion data centre pipeline strains power, water, and neighborhoods.
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Industry 中AI 的下一場總體經濟衝擊：彭博經濟警告，澳洲 AI 熱潮可能讓資本支出突破 GDP 的 2%——利率跟著回升
彭博經濟研究指出，澳洲的 AI 投資熱潮可能讓 2026-27 年度資本支出突破 GDP 的 2%，在澳洲央行最不希望的時刻推升需求——與此同時，價值 1,550 億澳幣的資料中心建設潮，正考驗著電力、水源與社區的極限。
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Industry ENNT$921.77 Billion in One Month: Foxconn's August Sales Confirm the AI Server Supercycle Is Still Accelerating
Foxconn's August consolidated sales jumped 51.98% YoY to NT$921.77 billion (US$29.14B), the second-highest month in its history, as cloud and networking revenue surged on AI server demand.
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Industry 中單月營收 9,217.7 億新台幣：鴻海八月營收證實 AI 伺服器超級週期仍在加速
鴻海八月合併營收年增 51.98% 至 NT$9,217.7 億（約 291.4 億美元），創史上第二高紀錄，雲端網路產品在 AI 伺服器需求帶動下強勁成長。
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Policy EN70% More Worried Than Excited: The Poll That Shows America Going Cold on AI
A new NBC News Decision Desk Poll finds worries about AI cut across age, race, education and partisanship — 70% of adults are more worried than excited, and 69% oppose local AI data centers.
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Policy 中70% 比興奮更擔憂：這份民調顯示美國正對 AI 轉趨冷淡
NBC News 最新民調發現，對 AI 的憂慮跨越年齡、族裔、教育與政黨界線——70% 成年人對 AI 比興奮更擔憂，69% 反對在住家附近興建 AI 資料中心。
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Industry EN$20M to $8 Billion: The Anatomy of a16z's AI Windfall
SpaceX's $60B Cursor close and Stripe's $8B OpenRouter purchase left Andreessen Horowitz holding positions worth a combined $8 billion — the fastest legitimized windfall in venture history, and a road test of Martin Casado's infrastructure thesis.
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Industry 中從 2,000 萬美元到 80 億美元：a16z AI 豪賭的完整解剖
SpaceX 以 600 億美元收購 Cursor、Stripe 以 80 億美元買下 OpenRouter，讓 Andreessen Horowitz 手中兩筆投資合計價值超過 80 億美元——這是創投史上最快兌現的巨額回報，也是 Martin Casado 基礎設施論述的首次全面驗證。
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Industry EN$517B and 14.8 GW in 11 Months: The Full Anatomy of Anthropic's Compute Bet
A The Information tally counts Anthropic's compute commitments since October at up to $517 billion across 14.8 GW of take-or-pay deals — a bet worth roughly 30% of the startup's valuation, none of it on the balance sheet yet.
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Industry 中11 個月簽下 5,170 億美元與 14.8 GW：拆解 Anthropic 的算力豪賭全貌
The Information 九月六日的統計顯示，Anthropic 自去年十月以來累積的算力承諾高達 5,170 億美元、橫跨 14.8 GW 的照付不議合約——相當於這家新創估值的約三成，而且全都不在資產負債表上。
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Industry EN$40B or Nothing: Inside Thinking Machines' Second Try After the Round That Collapsed
Mira Murati's Thinking Machines is back raising capital — $1B led by Accel at a $40B valuation, with Nvidia in talks for $2.5B — eight months after its $50B round collapsed amid an exodus of co-founders to OpenAI.
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Industry 中400 億美元的第二次機會：Thinking Machines 在融資崩盤後的重生之路
Mira Murati 的 Thinking Machines 捲土重來：Accel 領投 10 億美元、估值 400 億美元，Nvidia 據傳將投入 25 億美元——距離上次 500 億美元輪崩盤、共同創辦人集體回流 OpenAI 僅八個月。
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Tools EN1,500 Tokens a Second, With a Catch: What Cerebras's Qwen 3.8 27B Launch Really Tells Us About Inference Economics
Cerebras is serving Alibaba's Qwen 3.8 27B at roughly 1,500 tokens/second on wafer-scale SRAM — but a 150k TPM cap that bills cached input at full price and a 128k context ceiling make sustained agentic coding 5x pricier than slower rivals.
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Tools 中每秒 1,500 tokens 的代價：Cerebras 上架 Qwen 3.8 27B，揭露推論經濟學的真相
Cerebras 以晶圓級 SRAM 將阿里巴巴的 Qwen 3.8 27B 推到約每秒 1,500 tokens——但快取輸入全額計費的 150k TPM 上限與 128k 上下文天花板，讓長時間代理式編碼比慢速對手貴上 5 倍。
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Industry ENOne Million Students, One Year of Gemini: Inside Saudi Arabia's National Google AI Plus Giveaway
Saudi Arabia's MCIT and Google will give one million university students a free year of Google AI Plus — Gemini, NotebookLM, and 400 GB of storage — announced at LEAP 2026 in Riyadh.
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Industry 中百萬學生、一年 Gemini：沙烏地阿拉伯全國性 Google AI Plus 大放送解析
沙烏地通訊與資訊科技部攜手 Google，在 LEAP 2026 宣布為一百萬名大學生免費提供一年 Google AI Plus——包含 Gemini、NotebookLM 與 400 GB 雲端儲存空間。
- Industry EN
The $12.93B Repo: NVIDIA Buys Hugging Face, the GitHub of AI
NVIDIA is acquiring Hugging Face for $12.93 billion — the largest open-source AI platform deal ever — putting the chip giant in control of where 18 million developers get their models.
- Industry EN
129 億美元的模型庫：NVIDIA 買下 AI 界的 GitHub——Hugging Face
NVIDIA 以 129.3 億美元收購 Hugging Face，創下開源 AI 平台交易金額紀錄，晶片巨頭從此掌管 1,800 萬開發者取得模型的中樞。
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Policy ENA Cyberdome Over Germany: Berlin's AI-Powered Answer to Russian Sabotage
After blaming Russia for the Leipzig airport drone plot, Germany drafts a national protective shield: a sensor-fed 'Cyberdome', AI surveillance, biometric recognition, and mobile anti-drone units in nine cities.
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Policy 中德國上空的數位穹頂：柏林以 AI 對抗俄羅斯破壞行動的最新布局
在認定俄羅斯策劃萊比錫機場無人機攻擊未遂案後，德國起草國家防護盾計畫：感測器網絡「Cyberdome」、AI 監控、生物辨識，以及進駐九大城市的機動反無人機部隊。
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Industry ENThe Texas Experiment Meets the Data Center Backlash: Inside the FT's Big Read on America's #1 Buildout State
The Financial Times reports Texas now has more data center capacity under construction than any other US state, and the local backlash against siting, water, and grid impacts is testing the state's 30-year pro-business playbook.
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Industry 中德州實驗撞上資料中心反彈潮：FT 深度報導直擊全美最大 AI 建設州的政治考驗
英國《金融時報》報導，德州興建中的資料中心容量已超越全美任何一州，而針對選址、水資源與電網衝擊的在地反彈，正考驗這個州奉行 30 年的親商模式。
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Industry EN85% of Scans Still Booked by Fax: Inside Scan.com's $220M Bid to Wire Up US Medical Imaging
Scan.com raised $220M ($90M Series C equity led by Noteus Partners plus $130M in debt) to build a national API that uses AI to match every imaging referral to the right scanner by availability, price, and subspecialty.
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Industry 中85% 的檢查仍靠傳真預約：Scan.com 以 2.2 億美元打造美國醫學影像的國家級 API
Scan.com 完成 2.2 億美元融資（Noteus Partners 領投 9,000 萬美元 C 輪加上 1.3 億美元債務融資），要用 AI 依可用時段、價格與次專科，把每一張影像檢查轉診單媒合到對的掃描儀。
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Policy EN'Data Centers Don't Use Water': Inside Lutnick's False Claim and the House Bill That Says Otherwise
US Commerce Secretary Howard Lutnick laughed off AI data-center water consumption as 'propaganda by our adversaries' on CNBC — while House lawmakers unveiled legislation built on Berkeley Lab's finding that US data centers drank 66 billion liters in 2023, and Microsoft unexpectedly endorsed the measure.
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Policy 中「資料中心不用水」：Lutnick 的失言風波與眾議院法案打臉記
美國商務部長 Howard Lutnick 在 CNBC 節目上笑稱 AI 資料中心的用水疑慮是「敵對勢力的宣傳」，卻在同一週遭自家政黨的眾議院委員會打臉——Berkeley 實驗室數據顯示美國資料中心 2023 年用水 660 億公升，微軟更出人意料地表態支持水費成本法案。
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Industry ENA Chatshow Built for Chatbots: Inside John Lewis's Play to Own AI Search
John Lewis built a YouTube studio and a celebrity vodcast because 2.5% of its customers now search via ChatGPT and Gemini — up from 0.3% a year ago. The move marks retail's biggest bet yet on generative engine optimization.
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Industry 中為聊天機器人打造的脫口秀：John Lewis 進軍 AI 搜尋的盤算
John Lewis 特別打造 YouTube 攝影棚與名人影音節目，因為旗下已有 2.5% 的顧客透過 ChatGPT 與 Gemini 搜尋商品——一年前僅 0.3%。這是零售業迄今對生成式搜尋引擎優化（GEO）最大膽的押注。
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Industry ENA VC-Led Fab Fund: Coatue and MatX Near a Multibillion-Dollar Joint Venture to Finance AI Chips
Coatue Management is in early talks to form a first-of-its-kind multibillion-dollar joint venture with AI chip startup MatX, using project-finance muscle to pre-book memory and manufacturing capacity ahead of the startup's 2027 ship date.
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Industry 中創投當起晶圓廠金主：Coatue 與 MatX 洽談數十億美元合資公司，為 AI 晶片預訂產能與記憶體
Coatue Management 正與前 Google TPU 工程師創辦的 AI 晶片新創 MatX 洽談成立首見的數十億美元合資公司，以專案融資手法在 2027 年出貨前預訂記憶體與製造產能。
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Industry ENFrom Limited Access to GA in 72 Hours: GPT-6 Astra Lands on Microsoft Foundry
OpenAI's Critical-rated frontier model is now generally available in Microsoft Foundry at $10/$50 per million tokens — with PTU capacity, a 272K long-context cliff, no EU Data Zone, and an enterprise control stack built for computer use.
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Industry 中從限額到全面開放只花 72 小時：GPT-6 Astra 登陸 Microsoft Foundry
OpenAI 首個被評為 Critical 網安等級的前沿模型，正式在 Microsoft Foundry 全面開放，定價每百萬 token 輸入 10 美元、輸出 50 美元——伴隨 PTU 保留容量、272K 長上下文計費懸崖、沒有歐盟資料區，以及一整套為電腦操作代理打造的企業控管機制。
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Industry ENThe $200 Billion Policy: Swiss Re Sizes the Insurance Bill of the AI Capex Boom
At Monte Carlo, Swiss Re Institute said AI data centres and renewables could generate ~$200B in commercial insurance premiums by 2030 — while warning that $50B campuses clustered in hail, tornado and earthquake zones concentrate risk like nothing insurers have underwritten before.
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Industry 中2000 億美元的保單：Swiss Re 估算 AI 資本支出熱潮的保險帳單
在蒙地卡羅，Swiss Re Institute 表示 AI 資料中心與再生能源可望在 2030 年前創造約 2,000 億美元的商業保險保費——同時警告造價 500 億美元的園區群聚在冰雹、龍捲風與地震帶，風險集中度是保險業前所未見。
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Research ENFive Kilometers, Every Hour: How Google DeepMind's WeatherNext 3 Rewrites Global Forecasting
Google DeepMind's WeatherNext 3 delivers hourly global forecasts at 5-kilometer resolution — five times sharper than its predecessor — with up to 60% better precipitation accuracy, station-trained local detail, and turbine-height wind forecasts for renewable grid operators, now live across Search, Maps, and Gemini.
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Research 中每小時更新、5 公里解析度：Google DeepMind 的 WeatherNext 3 重寫全球氣象預報規則
Google DeepMind 推出 WeatherNext 3，以每小時生成、5 公里解析度的全球預報（比前代銳利五倍），將降水準確度提升最多 60%，並以氣象站實測資料訓練出在地細節，另提供風機高度風速預測給電網營運者，現已上線 Search、Maps 與 Gemini。
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Industry ENOne Gigawatt on 264 Acres: Inside TCS HyperVault's $7.4 Billion Hyderabad AI Data Centre Bet
TCS subsidiary HyperVault has secured 264 acres in Hyderabad for a 1 GW AI data centre campus backed by up to ₹70,000 crore ($7.41B), a phased liquid-cooled build for frontier AI firms and hyperscalers due by June 2028.
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Industry 中264 英畝上的 1 GW：TCS 子公司 HyperVault 投資 74 億美元的海德拉巴 AI 資料中心豪賭
TCS 子公司 HyperVault 已在海德拉巴取得 264 英畝土地，將以最高 7 兆印度盧比（約 74.1 億美元）打造 1 GW AI 資料中心園區，採液冷與水資源中性設計，目標 2028 年 6 月啟用。
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Tools ENWhen the AI SRE Fumbles: The Deskilling Trap Hitting Incident Response
As autonomous 'AI SRE' agents absorb routine incidents, engineers lose the practice that sharpens them for rare SEV0s. Sylvain Kalache's widely shared essay revives Bainbridge's 1983 'Ironies of Automation' and calls for aviation-style incident simulators on every on-call rotation.
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Tools 中當 AI SRE 掉球時：正在侵蝕事件處理能力的「去技能化」陷阱
自主式「AI SRE」代理人接管例行事件後，工程師失去了磨練直覺的機會，一旦罕見的 SEV0 降臨將更難以應對。Sylvain Kalache 的新文章重新搬出 Bainbridge 1983 年的「自動化的諷刺」，主張每個 on-call 團隊都該導入航空業式的事故模擬訓練。
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Industry ENTokens With Your Dumplings: How China Turned AI Compute Into a Consumer Perk
Chinese banks, telcos, and restaurants now bundle AI tokens like credit-card points and data plans — a supply-led experiment in making compute a everyday consumer good.
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Industry 中吃餃子送算力：中國如何把 AI Token 變成日常消費品
中國的銀行、電信業者與餐廳，正把 AI token 包裝成信用卡紅利與流量資費——一場把算力變成日常消費品的供給端實驗。
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Industry ENThe GitHub of AI Now Belongs to Nvidia: Inside the $12.93 Billion Hugging Face Deal
Nvidia is acquiring Hugging Face — 2.5 million open models, 1 million datasets, 13 million developers — for $12.93 billion. The biggest open-source AI land grab ever, explained.
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Industry 中AI 界的 GitHub 易主：深入解析 Nvidia 129.3 億美元收購 Hugging Face 世紀交易
Nvidia 以 129.3 億美元收購 Hugging Face——250 萬個開源模型、100 萬個資料集、1,300 萬開發者的中立之地。史上最大的開源 AI 併購，全文解析。
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Policy EN$600M for a Classified AI Supercomputer: Inside the Pentagon's $1.5B Reprogramming Bid
The Pentagon wants Congress's permission to shift nearly $1.5 billion toward AI — including $600 million for a Top Secret AI compute center on JWICS. Here is what the reprogramming package reveals.
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Policy 中6 億美元打造機密 AI 超級電腦：五角大廈 15 億美元預算重編計畫內幕
五角大廈請求國會批准將近 15 億美元的預算重編，其中 6 億美元用於在 JWICS 機密網路上建立頂級 AI 運算中心。重編文件揭露了哪些布局？
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Tools ENA Bearer Token and a Blank: How a LiteLLM Auth Bug Landed in CISA's Exploited Catalog and Made AI Gateways a Target
CISA has added LiteLLM's MCP auth bypass (CVE-2026-59822, CVSS 8.8) to its Known Exploited Vulnerabilities catalog after honeypot evidence of active probing, with federal patch deadlines of September 5 and 16 — and Microsoft says compromised AI gateways are now being mined for provider keys and crypto.
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Tools 中一個 Bearer Token 與一個空物件：LiteLLM 授權繞過漏洞登上 CISA 已知遭利用漏洞清單，AI 閘道正式成為攻擊目標
CISA 將 LiteLLM 的 MCP 授權繞過漏洞（CVE-2026-59822，CVSS 8.8）列入「已知遭利用漏洞（KEV）」清單，蜜罐觀測證實攻擊者已 actively 探測相關端點，聯邦補丁期限為 9 月 5 日與 9 月 16 日——微軟並指出遭入侵的 AI 閘道正被用來竊取供應商金鑰與挖礦。
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Models ENTen Cents an Hour: Microsoft's MAI-Transcribe-2 Turns Speech Recognition Into a Utility
Microsoft's MAI-Transcribe-2 tops the FLEURS benchmark across 60 languages at a 5.2% WER and undercuts OpenAI, Google, and ElevenLabs at $0.10 per audio hour — a 72% price cut in five months.
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Models 中每小時十美分：微軟 MAI-Transcribe-2 把語音辨識變成公共事業
微軟 MAI-Transcribe-2 以 5.2% 詞錯率稱霸 60 種語言的 FLEURS 基準，並以每小時 0.10 美元定價重擊 OpenAI、Google 與 ElevenLabs——五個月內價格砍了 72%。
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Industry ENTwo Billion From Nvidia, $103B in Contracts: Inside Nscale's $3.5B Pre-IPO Sprint
Nscale is raising up to $3.5B before its New York listing — about $2B from Nvidia and $1.5B in Third Point-led converts at a double-digit discount — on a contract book that doubled to $103B in a month.
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Industry 中輝達出手 20 億、合約書翻倍至 1,030 億美元：Nscale 上市前 35 億美元集資全解析
Nscale 赴紐約上市前尋求最多 35 億美元資金——輝達出資約 20 億、Third Point 領投 15 億可轉債（折價兩位數）——其合約總額一個月內從 510 億美元翻倍至 1,030 億美元。
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Industry ENThe Great Unbundling: Open-Weight Models Hit 53% of Developer Tokens as Corporate America Walks Away From Frontier APIs
The New York Times reports US enterprises from AT&T down are pivoting to cheap, downloadable open-weight models — the same week Citi found open models at 53% of gateway token volume. Inside the quiet collapse of the frontier-API pricing model.
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Industry 中開放權重模型的大遷徙：開發者 token 占比衝上 53%，美國企業界正集體告别前沿 API
《紐約時報》報導從 AT&T 到一般新創都在轉向便宜、可下載的開放權重模型——同一週，花旗研究發現開放模型已占 Vercel AI Gateway 流量的 53%。前沿 API 定價模式的寧靜崩塌，正在發生。
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Policy ENSilicon as Statecraft: WSJ Reveals the US Brokered the Armenia-Azerbaijan Peace Deal With Nvidia Chips
A Wall Street Journal investigation reveals US negotiators dangled access to Nvidia Blackwell GPUs for an Armenian AI data center to help secure the August 2025 White House peace deal — turning export-controlled silicon into instruments of diplomacy.
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Policy 中矽晶片外交：WSJ 揭露美國以 Nvidia 晶片換取亞美尼亞—亞塞拜然和平協議
《華爾街日報》調查報導揭露，美國談判代表以輝達 Blackwell GPU 進口許可作為外交籌碼，促成 2025 年 8 月白宮簽署的亞美尼亞—亞塞拜然初步和平協議——出口管制的尖端矽晶片，正式成為國家外交工具。
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Industry EN100,000 GPUs for the Robot in Every Home: Inside Figure's $3.5 Billion Nscale Compute Deal
Figure is committing $3.5 billion to Nscale for up to 100,000 NVIDIA Vera Rubin GPUs in Barstow, Texas — the largest dedicated compute buy yet for humanoid robot AI, with intent to scale past $6 billion.
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Industry 中十萬顆 GPU 打造家家戶戶的機器人：Figure 與 Nscale 35 億美元算力交易解析
Figure 承諾向 Nscale 投入 35 億美元，取得最多十萬顆 NVIDIA Vera Rubin GPU，部署於德州 Barstow——這是人形機器人 AI 迄今最大規模的專用算力採購，並計畫擴大至 60 億美元以上。
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Industry ENSovereignty for Silicon: G42 Weighs Selling Majority Control to US Firms to Keep the Chips Coming
Bloomberg reports Abu Dhabi's G42 has held exploratory talks to sell a majority stake to American companies — betting that US ownership is the only durable way to guarantee advanced AI chip access beyond its April 2027 license-free window.
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Industry 中以主權換晶片：G42 考慮出售多數股權給美企，只為讓輝達晶片不斷貨
彭博報導，阿布達比的 G42 已展開初步磋商，考慮將多數股權出售給美國公司——押注唯有「美資化」才能在 2027 年 4 月的免許可窗口到期後，持續取得先進 AI 晶片。
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Industry ENFrom $10.8 Billion to $29.6 Billion in Two Years: ByteDance's Record Loan Is the AI Debt Era in One Number
ByteDance has locked in a $29.6 billion syndicated loan from nearly 30 banks to fund an AI buildout that could reach $70 billion this year — nearly triple its 2024 borrowing and the clearest signal yet that the AI race is now financed with debt.
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Industry EN兩年從 108 億到 296 億美元：字節跳動史上最大聯貸，一個數字看懂 AI 的「舉債競賽」時代
字節跳動向近 30 家銀行簽下 296 億美元聯貸，資助今年最高可達 700 億美元的 AI 基礎建設——是 2024 年借款的近三倍，也是 AI 軍備競賽進入「槓桿時代」最清晰的訊號。
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Policy ENThe Public Loses Its Seat at the Table: EPA Proposal Would End Mandatory Public Notice for Data Center Air Permits
The EPA wants to eliminate the federal requirement that states notify residents and seek public comment before issuing 'minor source' air permits — the category covering data center generators. Critics call it a community shutout.
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Policy 中當社區失去知情權：EPA 擬廢除資料中心空氣許可證的強制公示制度
美國環保署提案取消各州核發「次要污染源」空氣許可證前必須公示、徵詢公眾意見的聯邦強制規定——這正是涵蓋資料中心發電機組的許可類別，環保團體痛批這是「把社區關在門外」。
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Industry ENFrom $2.2B to $99B in Two Years: Inside Nvidia's AI Empire-Building Balance Sheet
Nvidia's equity portfolio has exploded 10x in a year to $99 billion — nearly $50B in AI labs, $6.5B in photonics, and an acquisition machine that just swallowed Hugging Face. The most important investor in AI now sells the chips too.
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Industry EN兩年從 22 億暴衝到 990 億美元：拆解 Nvidia 的 AI 帝國資產負債表
Nvidia 的股權投資組合一年內暴增 10 倍至 990 億美元——近 500 億押注 AI 實驗室、65 億布局光通訊，還有剛吞下 Hugging Face 的收購機器。AI 最重要的投資人，同時也在賣晶片。
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Tools ENMicrosoft's Project Zenith and AMD's Trillion-Parameter IFA Bet: Windows Reboots Itself for Local AI
At IFA 2026, Microsoft named its developer-optimized Windows 'Project Zenith' — a ready-to-code setup that runs 30B+ models locally and unmetered — while AMD unveiled the Ryzen AI Max Pro 400 and a liquid-cooled Threadripper Halo Station targeting 1-trillion-parameter local inference. Together they aim squarely at the metered cloud token economy.
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Tools 中微軟 Project Zenith 與 AMD 的兆級參數豪賭：Windows 為本地 AI 重新開機
在 IFA 2026，微軟將開發者最佳化版 Windows 正式命名為「Project Zenith」——開箱即寫程式、本地跑 30B+ 模型免計費——AMD 則發表 Ryzen AI Max Pro 400 與液冷 Threadripper Halo Station，劍指 1 兆參數的本地推論。兩者聯手，瞄準的是按 token 計費的雲端經濟。
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Policy EN49 Projects Frozen, 117 in Limbo: Thailand Hits Pause on Its Data Center Boom
Thailand has suspended construction on 49 data center projects and stalled approvals for 117 more, giving agencies one month to draft environmental, economic, and power-grid rules for an industry growing faster than its oversight.
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Policy 中49 項工程凍結、117 件卡關：泰國按下資料中心熱潮的暫停鍵
泰國宣布暫停 49 個資料中心建案、凍結另外 117 件的審批，給各部會一個月時間為這個成長速度遠超監管能量的產業制訂環境、經濟與電網規範。
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Industry EN160,000 Huawei Chips for DeepSeek: Inside the Order That Could Reshape China's Compute Endgame
Bloomberg reports DeepSeek will deploy at least 160,000 Huawei Ascend 950DT accelerators at its 1GW Inner Mongolia data center — potentially the largest known Ascend cluster and a concrete step toward replacing Nvidia in China.
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Industry 中16 萬顆華為晶片訂單：DeepSeek 的算力豪賭如何改寫中國 AI 佈局
Bloomberg 報導 DeepSeek 計畫在內蒙古 1GW 資料中心部署至少 16 萬顆華為 Ascend 950DT 加速器，可望成為已知最大規模的昇騰叢集，也是中國取代 Nvidia 算力最具體的一步。
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Industry ENOne Workload, Six Kinds of Silicon: Gimlet Labs Raises $300M at a $3B Valuation to Orchestrate AI's Heterogeneous Future
Six months after an $80M Series A, Gimlet Labs has raised $300M led by a16z at a $3B valuation, with Arm and Microsoft's M12 joining, to run AI workloads across NVIDIA, AMD, Intel, ARM, Cerebras, and d-Matrix chips.
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Industry 中一種工作負載、六種晶片：Gimlet Labs 以 30 億美元估值融資 3 億美元，打造 AI 異構運算的調度中樞
在 8,000 萬美元 A 輪融資僅六個月後，Gimlet Labs 完成 a16z 領投的 3 億美元新一輪融資，估值達 30 億美元，Arm 與微軟 M12 均參投，要把 AI 工作負載分配到 NVIDIA、AMD、Intel、ARM、Cerebras 與 d-Matrix 等不同晶片上執行。
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Industry ENAI Chips Tripled to $16.7B and the Stock Still Fell: Inside Broadcom's Massive Q3 and Its $230 Billion Bet
Broadcom's Q3 FY26 AI semiconductor revenue grew 221% to $16.7B and management now sees $115B in FY27 and $230B in FY28 — yet shares fell on a soft Q4 guide. Here's what the numbers actually say.
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Industry 中AI 晶片營收暴增三倍至 167 億美元，股價卻下跌：解析 Broadcom 超狂 Q3 財報與 2,300 億美元的豪賭
Broadcom FY26 Q3 的 AI 半導體營收年增 221% 達 167 億美元，管理層更上調 FY27 展望至 1,150 億美元、勾勒 FY28 達 2,300 億美元——但 Q4 財測不及預期，股價應聲下挫。數字背後的真相是什麼？
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Industry ENThe $31.6 Trillion Question: PwC Sizes the Biggest Capital Mobilization in History
PwC's Global Data Centre Outlook projects $31.6T in data-centre capex through 2050 — $800B a year now, $1.8T a year at peak, with the U.S. capturing nearly half.
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Industry 中31.6 兆美元的大哉問：PwC 為史上最大資本動員標出了尺寸
PwC《全球資料中心展望》預測：到 2050 年資料中心資本支出將達 31.6 兆美元——現在每年 8,000 億，高峰期每年 1.8 兆，美國獨占近半。
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Research ENOne Agentic Task, 10,000x the Footprint: Vals AI Puts Hard Numbers on AI's Energy Bill
Independent benchmarker Vals AI measured electricity, carbon, and water across 16 open-weight models and found long 'thinking' agentic tasks carry up to 10,000x the environmental impact of a simple query.
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Research 中一次 Agentic 任務，一萬倍足跡：Vals AI 用實測數據揭開 AI 的能源帳單
獨立評測機構 Vals AI 對 16 個開放權重模型量測電力、碳排與水耗，發現長時間「思考」的 agentic 任務，環境衝擊最高可達簡單問答的 10,000 倍。
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Models ENSaudi Arabia's HUMAIN Bets on China: humain-m3 Is a 428B-Parameter Arabic Frontier Built on MiniMax
HUMAIN's humain-m3 — a 428B-parameter Arabic MoE adapted from China's MiniMax-M3 — averages 89.37% across seven Arabic benchmarks, beating GPT-5.6 SOL and Opus 5 in the company's own tests.
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Models 中沙烏地 HUMAIN 押注中國：humain-m3 是建立在 MiniMax 之上的 428B 參數阿拉伯語前沿模型
HUMAIN 的 humain-m3 是以中國 MiniMax-M3 為基礎改造的 428B 參數阿拉伯語 MoE 模型，在七項阿拉伯語基準測試平均拿下 89.37%，於公司自測中擊敗 GPT-5.6 SOL 與 Opus 5。
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Policy ENOpenAI Puts $1 Billion Behind Daybreak for Frontline Defenders: The Largest Private Cyber-Defense Subsidy Yet
OpenAI will spend $1 billion on subsidized access to its Daybreak cyber-AI stack for under-resourced defenders of power, water, and banking — pairing its biggest security giveaway yet with an unusual admission that its own models need stricter safeguards.
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Policy 中OpenAI 投入 10 億美元推動「Daybreak for Frontline Defenders」：迄今最大規模的民間網防補貼
OpenAI 將花費 10 億美元，為電力、供水與銀行體系的防禦者提供 Daybreak 網安 AI 的補貼存取——在推出史上最大手筆的安全豪禮同時，也罕見承認自家模型需要更嚴格的防護措施。
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Industry ENCrusoe Signs a $13 Billion AI Cloud Deal With Jane Street — and Nears a $30B Valuation
The San Francisco neocloud has reportedly signed a five-year, ~$13B GPU contract with trading giant Jane Street — its highest-profile customer yet — while closing roughly $3B in new funding at a ~$30B valuation.
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Industry 中Crusoe 與 Jane Street 簽下 130 億美元 AI 雲端大單，估值直逼 300 億美元
這家舊金山新創雲端（neocloud）據報與量化交易巨頭 Jane Street 簽下五年約 130 億美元的 GPU 合約，成為其最具指標性的客戶；同一時間新一輪約 30 億美元融資也以約 300 億美元估值收尾。
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Industry ENGoogle Assistant Dies on Mobile Today: Inside the Largest Forced AI Migration in Consumer Tech
Starting September 4, Google begins removing Assistant from Android phones, tablets, Wear OS watches, and headphones — with no way to switch back. Here's what the Gemini-only era means for two billion devices.
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Industry 中Google Assistant 今日起退出手機：消費科技史上最大規模的強制 AI 遷移
9 月 4 日起，Google 開始從 Android 手機、平板、Wear OS 手錶與耳機上移除 Assistant，且無法切換回去。Gemini 獨占時代對超過 20 億裝置意味著什麼？
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Tools ENNVIDIA PAIR Turns Your Idle Home PCs Into a Private AI Cluster: Inside the Personal AI Router
At IFA 2026 NVIDIA shipped PAIR, a free open-source router that distributes AI inference across every idle PC on your home network — from RTX 20-series GPUs to Apple M4 Macs — alongside 1.9x faster llama.cpp/vLLM optimizations and October's RTX Spark PCs.
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Tools 中NVIDIA PAIR 把閒置家用電腦變成私人 AI 叢集：Personal AI Router 深度解析
NVIDIA 在 IFA 2026 發表免費開源工具 PAIR（Personal AI Router），能自動發現家中網路上的閒置電腦並分配 AI 推論工作——從 RTX 20 系列顯卡到 Apple M4 Mac 都支援，同場還有提速 1.9 倍的 llama.cpp/vLLM 優化與十月登場的 RTX Spark 電腦。
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Industry ENGoodbye, Google Assistant: The 10-Year Voice Era Ends as Gemini Takes Every Android Phone
On September 4, Google begins removing Google Assistant from Android phones, tablets, Wear OS watches, and Android Auto — a forced, no-opt-out migration to Gemini that retires the most widely deployed voice assistant ever built.
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Industry ENNVIDIA Buys Hugging Face for $12.93 Billion: The Biggest Open-Source AI Deal Ever
Jensen Huang announced NVIDIA will acquire Hugging Face — home to 3M+ open models and 18M developers — for $12.93B, promising the platform stays open. Here is what the deal changes.
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Industry 中NVIDIA 以 129.3 億美元收購 Hugging Face：開源 AI 史上最大交易
黃仁勳宣布 NVIDIA 將以 129.3 億美元收購擁有 300 萬個開源模型、1,800 萬開發者的 Hugging Face，並承諾平台維持開放。這筆交易改變了什麼？
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Industry ENA Storm of Cybercabs: Tesla's Driverless Two-Seater Hits Austin Streets on Launch Day
Tesla's purpose-built Cybercab went live in Austin on September 3 — no steering wheel, no pedals, a 13-and-over age gate, and Musk's 'A Storm of Cybercabs' teasing a national deployment wave as roughly 45 units join the Texas registry.
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Industry 中Cybercab 風暴來襲：特斯拉無方向盤自動計程車正式上路奧斯汀街頭
特斯拉專為自動駕駛打造的 Cybercab 於 9 月 3 日在奧斯汀正式投入營運 — 沒有方向盤、沒有踏板、乘車年齡限制提高到 13 歲，約 45 輛已登錄德州車籍，馬斯克一句「A Storm of Cybercabs」預告更大規模的部署浪潮。
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Industry ENOne Category, Half the Exports: South Korea's Chip Sales Triple to a Record $46.65 Billion
AI infrastructure demand from Google and Amazon pushed South Korea's August semiconductor exports up 209% to a record $46.65 billion — 47.5% of everything the country sold abroad.
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Industry 中單一品項撐起半壁出口：南韓晶片出口暴增 209% 至 466.5 億美元歷史新高
Google 與 Amazon 的 AI 基礎設施需求，推動南韓 8 月半導體出口年增 209% 至 466.5 億美元歷史新高——佔該國當月總出口的 47.5%。
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Industry ENChatGPT, Claude, and Grok Broke at the Same Time: Inside the Rare Multi-Provider AI Outage
For roughly half an hour on September 3, ChatGPT, Codex, Claude, and Grok all threw elevated errors at once — a rare simultaneous failure across independent AI providers that exposed how concentrated the world's AI dependence has become.
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Industry 中ChatGPT、Claude 與 Grok 同時掛掉：一場罕見的多供應商 AI 大當機
9 月 3 日上午，ChatGPT、Codex、Claude 與 Grok 在幾乎同一時刻全面回報錯誤——這場橫跨多家獨立 AI 供應商的同時故障，暴露出全球 AI 依賴度有多麼集中。
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Industry ENFluidstack Closes $1.5B Jane Street Round at $18B: The Neocloud Financing Google Built
The UK-born neocloud just doubled its valuation to $18B in four months. Behind the number: a $50B Anthropic buildout, a Google TPU lease-backstop machine, and the new math of AI infrastructure debt.
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Industry 中Fluidstack 以 180 億美元估值完成 Jane Street 領投的 15 億美元融資：一門由 Google 親手打造的 Neocloud 融資生意
這家英國起家的 neocloud 在四個月內估值翻倍至 180 億美元。數字背後是 500 億美元的 Anthropic 建設案、Google 的 TPU 租賃擔保機制，以及 AI 基礎設施債務的新數學。
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Tools ENCoder's Agent Relay Brings Cursor's Cloud Agents Behind the Firewall: Self-Hosted Execution for Regulated AI Coding
Coder and SpaceXAI launch Agent Relay, a self-hosted execution layer that runs Cursor Cloud Agents on customer infrastructure — opening regulated enterprises to agentic coding while Cursor keeps the agent loop.
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Tools ENCoder Agent Relay 攜手 SpaceXAI：讓 Cursor 雲端代理程式走進企業防火牆內的自架執行時代
Coder 與 SpaceXAI 推出 Agent Relay，一個自架執行環境，讓 Cursor 雲端代理程式在客戶自己的基礎設施上執行——Cursor 保留代理迴圈，為受監管企業打開代理式編碼的大門。
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Tools ENEquinix Inference Exchange: Nvidia and Together AI Bet the Enterprise Edge on Open Models
Equinix's new distributed inference platform pairs Nvidia reference architectures with Together AI's 200+ open models across 280+ data centers, betting that where inference runs becomes the next enterprise battleground.
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Tools 中Equinix Inference Exchange：Nvidia 與 Together AI 押注企業邊緣的開源模型推論
Equinix 的分散式推論平台結合 Nvidia 參考架構與 Together AI 的 200+ 開源模型，涵蓋 280+ 座資料中心，賭的是「推論在哪裡跑」將成為企業下一個戰場。
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Industry ENRecord Revenue, Falling Stock: HPE's Q3 FY26 Shows AI Demand Is Real — and Chained to Memory
HPE posted record Q3 FY26 results — $12.2B revenue up 34%, record $2.4B AI orders, raised guidance — yet shares slid as CFO Marie Myers admitted memory remains the bottleneck for AI server delivery.
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Industry 中營收創紀錄、股價卻下跌：HPE 第三季財報證明 AI 需求是真的——但被記憶體綁住了
HPE 交出 2026 會計年度第三季最佳成績——營收 122 億美元、年增 34%，AI 訂單創紀錄達 24 億美元、上調全年財測——股價卻下跌，因為 CFO Marie Myers坦言記憶體仍是 AI 伺服器出貨的瓶頸。
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Industry ENByteDance's $29.6 Billion Loan: The Biggest AI Debt Deal Yet Shows Banks Can't Stop Lending
TikTok's parent upsized its record offshore loan from $20B to $29.6B after banks piled in $30B+ of orders — 68bps over SOFR, the cheapest AI money on the market — to bankroll a $70B capex year.
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Industry 中字節跳動 296 億美元貸款落地：AI 史上最大債務融資，銀行團搶單搶到降息
TikTok 母公司將離岸聯貸從 200 億美元上調至 296 億美元，銀行認購超額突破 300 億——SOFR 加 68 個基點的定價，是市面上最便宜的 AI 資金，背後是高達 700 億美元的年度資本支出。
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Industry ENMicrosoft Finally Opens the Azure Books: Two Segments, One $29.42B Number, and the Ghost of the DMA
Microsoft will report Azure revenue in dollars quarterly for the first time — $29.42B, up 42% — as it collapses three segments into Agents and Infra and Devices and Consumer, just as Brussels nears a gatekeeper decision.
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Industry 中微軟終於揭開 Azure 帳本：兩大事業體、294.2 億美元的數字，與 DMA 的幽靈
微軟將首度按季以美元揭露 Azure 營收——294.2 億美元、年增 42%——同時把三個事業部整併為 Agents and Infra 與 Devices and Consumer，時機正值布魯塞爾即將做出守門人認定之際。
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Industry ENFrom $0 to $5 Billion in 18 Months: Wonderful's $550M Series C and the Race to Become the Enterprise AI Operating System
Amsterdam's Wonderful raises a $550M Series C led by Insight Partners at a $5B valuation, betting that model-agnostic orchestration — not chatbots — becomes the foundation of the AI-native enterprise.
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Industry 中18 個月從零到 50 億美元：Wonderful 完成 5.5 億美元 C 輪融資，企業 AI 作業系統之戰正式開打
阿姆斯特丹新創 Wonderful 以 50 億美元估值完成 Insight Partners 領投的 5.5 億美元 C 輪，押注模型中立的編排層——而非聊天機器人——將成為 AI 原生企業的基礎。
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Industry ENLEAP 2026 Wrap: HUMAIN's $15 Billion AI Blitz and Saudi Arabia's Sovereign Stack
As LEAP 2026 closes in Riyadh, Saudi Arabia's HUMAIN has unveiled a 1 GW AMD-Cisco buildout, an AWS cloud region, driverless trucks, and sovereign frontier models — over $15 billion in deals in four days.
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Industry 中LEAP 2026 收官：HUMAIN 千五億美元 AI 攻勢與沙烏地阿拉伯的主權 AI 全棧佈局
LEAP 2026 今日在利雅德落幕。HUMAIN 連發 AMD-Cisco 1 GW 基礎設施、AWS 沙烏地雲區域、自動駕駛卡車與主權前沿模型等多項合作，四天內簽下超過 150 億美元協議。
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Industry ENUber and Wayve Launch London's First Robotaxi Service: Wayve's First Commercial Deployment Anywhere
Uber and British startup Wayve rolled out London's first commercial robotaxi service on September 3 — under 20 camera-and-radar Ford Mustang Mach-Es, a licensed operator up front, and Wayve's first revenue-generating deployment in its nine-year history.
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Industry ENUber 攜手 Wayve 啟動倫敦首個 Robotaxi 服務：Wayve 成立九年來的首次商業部署
Uber 與英國新創 Wayve 於 9 月 3 日在倫敦上線首個商業化 Robotaxi 服務——不到 20 輛搭載攝影鏡頭與雷達的 Ford Mustang Mach-E，配有執照操作員隨車，也是 Wayve 九年歷史中第一個真正營收的部署。
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Industry ENBroadcom's AI Chip Revenue Triples to $16.7 Billion — and Hock Tan Is Now Doubling Down Through 2028
Broadcom's Q3 FY26 print: AI semiconductor revenue up 221% to $16.7B, Q4 guided to $21.7B, and a staggering new roadmap targeting $115B in FY27 and $230B in FY28.
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Industry 中Broadcom AI 晶片營收三倍暴增至 167 億美元——陳福陽豪賭 2028 年 2,300 億美元
Broadcom 2026 會計年度第三季財報：AI 半導體營收年增 221% 至 167 億美元，第四季指引 217 億美元，更喊出 FY27 達 1,150 億、FY28 直逼 2,300 億美元的路線圖。
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Industry ENSpaceX Puts Starlink's Michael Nicolls Over xAI Data Centers After Reliability Failures
Elon Musk has installed senior Starlink executive Michael Nicolls to run SpaceXAI's data center operations after outages at the Macrohard facility repeatedly interrupted AI training runs and uptime fell below the 99.9% internal target.
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Industry 中SpaceX 在連串可靠性事故後，指派 Starlink 高管 Michael Nicolls 掌管 xAI 資料中心
Elon Musk 已任命 Starlink 資深工程主管 Michael Nicolls 統管 SpaceXAI 資料中心營運；此前 Macrohard 園區多次停電中斷 AI 模型訓練，正常運轉率持續低於 99.9% 的內部目標。
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Tools ENGoogle's Fairwind Program Turns Gemini 3.8 Flash Cyber Loose on Critical Infrastructure Defense
Google's new Fairwind Program gives 650+ governments and critical-infrastructure operators priority access to Gemini 3.8 Flash Cyber and CodeMender for autonomous vulnerability discovery and patching — verified fixes in minutes instead of weeks.
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Tools 中Google Fairwind 計畫登場：Gemini 3.8 Flash Cyber 全面進駐關鍵基礎設施防禦
Google 推出 Fairwind 計畫，讓 650 多個政府機關與關鍵基礎設施營運商優先取得 Gemini 3.8 Flash Cyber 與 CodeMender，自主發現並修補漏洞——驗證過的修補程式從數週縮短到數分鐘。
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Industry ENBlackstone Bets $27M on Huskeys: The Agentic AI Firewall Layer for an Internet Run by Bots
Israeli startup Huskeys raises a $27M Series A led by Blackstone at a $100M+ valuation to build an agentic AI layer that modernizes legacy WAFs for an internet where most traffic is no longer human.
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Industry 中Blackstone 領投 2,700 萬美元：Huskeys 要為「機器人統治的網路」打造 Agentic AI 防火牆層
以色列新創 Huskeys 獲 Blackstone 領投 2,700 萬美元 A 輪融資，估值突破 1 億美元，將在傳統 WAF 之上疊加 Agentic AI 層，因為造訪網站的流量早已不再是人類。
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Models ENEurope's New Frontier Contender: Multiverse Computing's Quasar 438B Scores 43 on the AA Intelligence Index
The Spanish quantum-inspired AI lab's first large model beats Mistral Medium 3.5 and NVIDIA Nemotron 3 Ultra on Artificial Analysis benchmarks while answering 500-token prompts in 15.3 seconds — Europe's highest-scoring model yet.
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Models EN歐洲新世代 AI 旗手：Multiverse Computing 發表 Quasar 438B，AA 智慧指數奪下 43 分
這家以量子啟發式模型壓縮技術聞名的西班牙公司推出首款大型模型，在 Artificial Analysis 基準上擊敗 Mistral Medium 3.5 與 NVIDIA Nemotron 3 Ultra，並以 15.3 秒完成 500 token 回應——成為歐洲迄今得分最高的模型。
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Research ENOne Model to Serve Them All: T-Tech Turns Qwen3-32B Into a Fleet of GRPO Experts and Retires the 7× Bigger Baseline
A T-Tech team split Qwen3-32B into per-axis GRPO experts, merged them with two-stage SLERP, and beat a ~7× larger baseline on instruction following and function calling — while absorbing 116M requests a month at a fraction of the cost.
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Research 中一個模型服務全部：T-Tech 把 Qwen3-32B 拆成 GRPO 專家軍團，淘汰 7 倍大的基線模型
T-Tech 團隊把 Qwen3-32B 拆成依能力軸訓練的 GRPO 專家，再用兩階段 SLERP 合併，在指令遵循與函式呼叫上擊敗約 7 倍大的基線——同時每月吸收 1.16 億次請求，成本只有零頭。
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Industry ENAnthropic's Enterprise Frontier Safeguards: Claude Logs Move to Your Cloud, Your Keys, No Anthropic Humans in the Loop
Anthropic reverses course on its unpopular 30-day retention policy: Enterprise Frontier Safeguards stores Claude activity data in customer-owned S3, Azure Blob, or GCS buckets under customer-managed keys, with fully automated misuse detection and zero Anthropic human review.
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Industry 中Anthropic 企業前沿保障方案：Claude 紀錄改存你自己的雲端、你的金鑰，全程無 Anthropic 人工審查
Anthropic 為爭議性的 30 天資料保留政策踩了煞車：Enterprise Frontier Safeguards 把 Claude 活動資料存進客戶自有的 S3、Azure Blob 或 GCS 儲存桶，用客戶管理的加密金鑰保護，濫用偵測全程自動化，不需要任何 Anthropic 員工經手。
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Industry ENSouth Korea's $919 Billion Sovereign AI Bet: 18.4GW of Datacenters and a Tournament That Eliminated Its Best Model
A SemiAnalysis deep dive reveals Korea's $919B, 18.4GW-by-2035 sovereign AI buildout — and how the national foundation-model tournament just eliminated the best non-Chinese open-source model in the world.
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Industry 中韓國 9,190 億美元主權 AI 豪賭：18.4GW 資料中心與一場淘汰掉自己最強模型的國家級賽局
SemiAnalysis 深度報告揭露韓國 9,190 億美元、2035 年前 18.4GW 的主權 AI 建設計畫——而國家基礎模型錦標賽剛淘汰了全世界最強的非中國開源模型。
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Tools ENQualcomm and ASUS Put a 20B-Parameter Pharmacy AI Agent on the Counter: Offline, On-Device, and Built for Taiwan's Super-Aged Society
Qualcomm and ASUS launched the Pharmaceutical AI Agent: a GPT-OSS 20B model distilled from 120B to run locally on Snapdragon-powered AI PCs, reviewing 28 prescription safety metrics against TFDA drug data for 50+ community pharmacies in southern Taiwan — fully offline, no cloud required.
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Tools 中Qualcomm 與華碩把 200 億參數的藥局 AI 代理搬上櫃檯：離線、在地運算，為台灣超高齡社會而生
Qualcomm 與華碩集團發表「藥事 AI 代理」（Pharmaceutical AI Agent）：將 GPT-OSS 從 1,200 億參數蒸餾到 200 億，可在 Snapdragon AI PC 上完全本地運算，對照 TFDA 藥品說明書資料庫自動檢核 28 項處方安全指標，部署於南台灣 50 多家社區藥局——全程離線、無需雲端。
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Tools ENEmpirik Spins Out of Sequoia With $21M: The 'Infrastructure Compiler' That Predicts Outages Before They Happen
Incubated inside Sequoia's own IT department, Empirik builds a live graph of every infrastructure change across clouds, Kubernetes, identity and SaaS — then computes the risk of each change before it ships. Backers say it is observability's missing fourth pillar.
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Tools 中Empirik 帶著 2,100 萬美元從紅杉資本獨立出走：能預測當機的「基礎設施編譯器」
在紅杉資本自家 IT 部門孕育而生的 Empirik，為橫跨雲端、Kubernetes、身分系統與 SaaS 的每一次基礎設施變更建立即時圖譜，並在變更上線前計算風險。投資人稱它補上了可觀測性市場缺失的第四根支柱。
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Industry ENGoPro's $285M Nasdaq Escape: Inside the Starman Optical Merger That Turns a Camera Maker Into an AI Infrastructure Play
Cash-burning and delisting-threatened GoPro agreed to a $285 million merger with optical-photonics firm Starman Optical, pivoting 2,500 optics patents toward AI data centers and defense — and the stock doubled.
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Industry 中GoPro 以 2.85 億美元的併購逃離下市危機：相機老牌變身 AI 基礎設施概念股的來龍去脈
現金枯竭、面臨下市威脅的 GoPro 與光電公司 Starman Optical 簽定 2.85 億美元合併協議，將 24 年累積的 2,500 多項光學專利轉向 AI 資料中心與國防市場——股價兩天翻倍。
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Industry ENGlean Claims Claude Cowork Costs 5x More Per Task: Inside the Benchmark Wars Reshaping Enterprise AI
Glean's benchmark puts its auto-routed assistant at $0.58 per enterprise task versus Claude Cowork's $2.98 — an 81% gap it attributes to context architecture, not model quality. The Information amplified the claim this week, and it lands amid Uber and ServiceNow blowing their annual AI budgets in months.
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Industry ENGlean 實測宣稱 Claude Cowork 每任務成本貴 5 倍：重塑企業 AI 的基準測試大戰
Glean 的基準測試顯示，其自動路由助理完成企業任務平均每件僅 0.58 美元，而 Claude Cowork 要價 2.98 美元——81% 的差距來自上下文架構而非模型優劣。在 Uber、ServiceNow 相繼提早燒光年度 AI 預算之際，這份報告直擊每個 Anthropic 客戶的痛點。
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Industry ENMeta Ditches Google Chat for Slack Because of AI Agents
Meta is moving its entire internal workforce off Google Chat onto Slack, with AI chief Alexandr Wang calling Slack 'the strongest platform available today for agents' — the clearest signal yet that agent-readiness, not chat features, now decides which collaboration suite enterprises buy.
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Industry 中Meta 棄用 Google Chat 改投 Slack，理由是 AI 代理
Meta 正把全公司內部通訊從 Google Chat 遷移到 Slack，AI 負責人 Alexandr Wang 稱 Slack 是「現今最強的代理平台」——這是迄今最明確的訊號：決定企業協作套件採購的關鍵，已經從聊天功能變成代理就緒度。
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Models ENGoogle Unveils Gemini 3.8 Flash Today: The 'Skimaki' Refinement That Takes Aim at Claude Fable 5
Google DeepMind lifts the curtain on Gemini 3.8 Flash on September 2 — a Jetski-proven 'skimaki' build that trims verbose output and targets Claude Fable 5's coding crown at one-tenth the price.
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Models 中Google 今日揭曉 Gemini 3.8 Flash：代號「skimaki」的精煉之作，劍指 Claude Fable 5
Google DeepMind 於 9 月 2 日公開 Gemini 3.8 Flash——這個歷經 Jetski 內部實測的「skimaki」版本砍掉冗長輸出，以十分之一的價格挑戰 Claude Fable 5 的編程王座。
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Models ENMercury 2.5 Preview Hits 1,107 Tokens Per Second: Inception's Diffusion LLM Quietly Rewrites the Economics of Fast Reasoning
Inception Labs' Mercury 2.5 Preview generates and refines tokens in parallel instead of one at a time, hitting 1,107 tokens/sec on standard GPUs with frontier-lite quality at a fraction of the price.
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Models 中Mercury 2.5 Preview 每秒 1,107 Token：Inception 的擴散式 LLM 悄悄改寫高速推理的經濟學
Inception Labs 的 Mercury 2.5 Preview 捨棄逐一生成 token 的做法，改以平行生成、反覆精煉的方式達成每秒 1,107 token 的輸出速度，並以遠低於同級模型的價格提供接近前緣等級的品質。
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Industry ENDell Books $60.9 Billion in AI Orders in a Single Quarter, Doubling Its Backlog to $95 Billion
Dell's Q2 FY27: record $47.0B revenue (+58%), a record $60.9B in AI server orders, a ~$95B backlog, and FY27 guidance raised to $192B — the clearest signal yet that AI infrastructure spending is still accelerating.
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Industry 中Dell 單季拿下 609 億美元 AI 訂單，積壓订单翻倍至 950 億美元
Dell 2027 財年第二季：營收 470 億美元創新高（年增 58%）、AI 伺服器訂單 609 億美元、積壓訂單約 950 億美元，全年營收指引上調至 1,920 億美元——AI 基礎建設支出仍在加速的最明確訊號。
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Industry ENTogether AI Turns to Saudi Arabia: Inside the 250MW HUMAIN Deal Targeting $5 Billion in Year One
As US data-center siting hits a wall, Together AI is leasing 250 megawatts and 120,000 accelerators in Saudi Arabia with PIF-backed HUMAIN — a deal expected to generate over $5 billion in gross annualized revenue in its first year.
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Industry 中Together AI 轉向沙烏地阿拉伯：HUMAIN 250MW 資料中心協議，第一年目標 50 億美元營收
美國資料中心选址遭遇瓶頸之際，Together AI 與沙國主權基金支持的 HUMAIN 簽訂協議，租用 250 百萬瓦電力與 12 萬顆加速器，預計第一年創造超過 50 億美元年化毛營收。
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Research ENMicrosoft's SWA Paper Upends Linear Attention: 60 Tokens of Context Beat Months of Post-Training
A Microsoft Applied Sciences team shows a training-free sliding-window attention mask with 4 attention sinks matches or beats post-trained linear attention across Llama, Qwen, and Phi-4 — 2-10x higher on long-context reasoning.
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Research 中微軟 SWA 論文顛覆線性注意力：60 個 token 的上下文勝過數月的後訓練
微軟 Applied Sciences 團隊證明：免訓練的滑動視窗注意力（含 4 個 attention sink）在 Llama、Qwen、Phi-4 上媲美甚至超越後訓練線性注意力，長上下文推理更拿下 2-10 倍差距。
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Research ENSt. Jude's AdaptiveFlow Screens 69 Billion Molecules for 1,000x Less: AI Drug Discovery Gets a Cloud-Native Rewrite
St. Jude's open-source AdaptiveFlow platform steers 69-billion-molecule virtual screens with active learning, scales to 5.6 million cloud CPUs, and cuts screening costs up to 1,000-fold while discovering validated nanomolar FSP1 and PARP-1 inhibitors.
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Research 中St. Jude 的 AdaptiveFlow 以千分之一成本篩選 690 億分子：AI 藥物發現的雲端重寫
St. Jude 開源平台 AdaptiveFlow 以主動學習導引 690 億分子的虛擬篩選、可在 AWS 上擴展至 560 萬顆 CPU，並將篩選成本最高降低 1,000 倍，同時發現經實驗驗證的奈莫耳級 FSP1 與 PARP-1 抑制劑。
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Industry ENDeepSeek Nears a $7.4 Billion Round at a $74 Billion Valuation — Its Second Mega-Raise in Three Months
Fresh off its first-ever outside round in June, DeepSeek is closing in on roughly 50 billion yuan more at a ~500 billion yuan pre-money valuation, with Monolith, Shixiang, CATL and local-government funds lining up ahead of a possible 2027 Shanghai listing.
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Industry 中DeepSeek 將以 740 億美元估值完成 74 億美元融資——三個月內第二筆巨額注資
繼 6 月首度對外募資後，DeepSeek 即將再籌約 500 億人民幣，投前估值約 5,000 億人民幣，Monolith、勢詳、寧德時代與地方政府基金均已表態參與，為 2027 年上海上市鋪路。
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Tools ENMCP at 400 Million Monthly Downloads: How Anthropic's Agent Standard Became the Internet's Plumbing
The Model Context Protocol now pulls 400 million SDK downloads a month — 4x growth this year — as the stateless 2026-07-28 spec lands MCP on serverless and edge infrastructure and locks in its status as the default way AI agents touch the outside world.
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Tools 中MCP 月下載量突破 4 億：Anthropic 的 Agent 標準如何成為網際網路的基礎管線
Model Context Protocol 的 SDK 月下載量已達 4 億次——今年成長 4 倍——隨著無狀態的 2026-07-28 規範讓 MCP 得以部署在 serverless 與邊緣運算架構上，它已穩固成為 AI agent 接觸外部世界的預設標準。
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Industry ENCerebras Bets €1.7 Billion on Finland: Inside the 165 MW Mikkeli AI Data Centre
Cerebras and Compute Nordic will build a 165 MW AI data centre in Mikkeli, Finland — a seven-year contracted, phased build-out backed by an estimated €1.0-1.7 billion in regional investment.
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Industry 中Cerebras 押注芬蘭 17 億歐元：深入解析 Mikkeli 165 MW AI 資料中心
Cerebras 與 Compute Nordic 將在芬蘭 Mikkeli 興建 165 MW AI 資料中心——七年期合約承諾、分階段擴建，背後是估計 10 至 17 億歐元的區域投資。
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Industry ENAnthropic Signs a $35 Billion Compute Deal With Lambda — Its Biggest Cloud Contract Yet
Anthropic has signed a six-year, $35 billion cloud computing agreement with Nvidia-backed neocloud Lambda, tapping GPU capacity at a Hut 8 data center in Texas — bringing Anthropic's 2026 compute commitments to at least $135 billion as it races OpenAI toward an IPO.
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Industry 中Anthropic 與 Lambda 簽下 350 億美元算力合約——迄今最大的雲端運算協議
Anthropic 與 Nvidia 投資的新雲端業者 Lambda 簽下六年 350 億美元的雲端運算協議，將使用 Hut 8 在德州興建中的資料中心 GPU 產能——這讓 Anthropic 今年簽署的算力承諾總額突破 1,350 億美元，也讓雙方與 OpenAI 的 IPO 競賽進入白熱化。
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Meta ENIris Goes Into Production: Meta's Homegrown AI Chip Aims Straight at Nvidia's Bill
Meta's custom 'Iris' accelerator enters manufacturing this month after a clean six-week validation, the opening move in a four-generation silicon plan built to bend the cost curve of a $145 billion AI buildout.
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Meta 中Iris 進入量產：Meta 自研 AI 晶片正面瞄準 Nvidia 的帳單
Meta 自研加速器「Iris」在僅六週的乾淨驗證後於本月進入製造階段，這是四代自研晶片計畫的第一步，目標是扭轉 1,450 億美元 AI 基礎建設的成本曲線。
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Industry ENAMD, Saudi MCIT, and DCO Launch Open Developer Ecosystem to Advance AI Innovation
At LEAP 2026, AMD, Saudi Arabia's MCIT, and the Digital Cooperation Organization launched a joint initiative to give developers and startups open AI tools, ROCm training, and governance resources across 16 member states.
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Industry 中AMD 攜手沙烏地 MCIT 與 DCO 啟動開放開發者生態系，加速 AI 創新
在 LEAP 2026 上，AMD、沙烏地阿拉伯通訊與資訊科技部（MCIT）與數位合作組織（DCO）共同宣布啟動開發者生態系計畫，將 ROCm 開源軟體、AI 開發者培訓與治理資源帶給 16 個成員國的開發者與新創。
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Industry EN1,050 Municipalities, 550,000 Civil Servants: OpenAI Spotlights Japan's QommonsAI as a Blueprint for Public-Sector AI
Polimill's QommonsAI — built on GPT models and already used by ~1,050 Japanese municipalities and ~550,000 public employees — is evolving into a 'public OS', with a Qommons ONE app store and super agent landing this fall.
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Industry 中1,050 個自治體、55 萬名公務員：OpenAI 點名日本 QommonsAI 為公共部門 AI 藍圖
Polimill 的 QommonsAI 以 GPT 模型為核心，已獲日本約 1,050 個自治體、約 55 萬名公務員使用，正朝「公共 OS」演進——Qommons ONE 應用程式商店與超級代理今年秋天全面上線。
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Industry ENAdobe Gives 27 Million Saudis Free Firefly: Inside the $4 Billion LEAP Announcement
At LEAP 2026's opening in Riyadh, Adobe, Saudi Arabia's MCIT, and HUMAIN expanded their partnership into a $4 billion commitment: 12 months of free Firefly Standard and Express Premium for over 27 million people, powered by a jointly built 'HUMAIN Image 1' model tuned to Saudi culture. Adobe shares jumped 6%.
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Industry 中Adobe 送 2,700 萬沙烏地人免費用 Firefly：LEAP 大會上 40 億美元豪賭的內幕
在利雅德開幕的 LEAP 2026 上，Adobe 與沙烏地阿拉伯通訊與資訊科技部（MCIT）、國家 AI 公司 HUMAIN 擴大合作：HUMAIN 出資逾 40 億美元，讓 2,700 萬名符合資格的沙烏地民眾免費使用 Firefly Standard 與 Express Premium 十二個月，幕後還有一個專為沙烏地文化調校的「HUMAIN Image 1」模型。Adobe 股價應聲上漲約 6%。
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Industry ENIt Took $5.5 Billion in Warrants for OpenAI to Sign a Lease: SB Energy's IPO Papers Expose the Price of an Anchor Tenant
Draft IPO documents show SoftBank-backed SB Energy handed OpenAI stock warrants worth an estimated $5.5 billion to lock it in as a data-center tenant — up from $3.6 billion in January — revealing how much it now costs to land an AI anchor customer.
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Industry 中OpenAI 簽一紙租約要價 55 億美元：SB Energy IPO 文件揭露「錨定租戶」的真實身價
軟銀旗下 SB Energy 的 IPO 草案文件顯示，公司為了讓 OpenAI 簽下資料中心租約，發給對方估計價值 55 億美元的認股權證——較 1 月的 36 億美元大幅增值——AI 錨定租戶的身價由此公開定價。
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Industry ENMicrosoft and HUMAIN Ship Arabic Enterprise AI: A Million-User Productivity Bundle and an AI PC Built for Riyadh
At LEAP 2026, Microsoft and Saudi Arabia's HUMAIN expanded their partnership into shipping products: an 'AI productivity bundle' pairing HUMAIN ONE with Microsoft 365 Copilot targeting one million users across the Middle East and Africa, and a new HUMAIN AI PC — built with Qualcomm's silicon — that goes on sale to enterprises September 20.
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Industry 中微軟攜手 HUMAIN 出貨阿拉伯企業級 AI：百萬人生產力套件與為利雅德打造的 AI PC
在 LEAP 2026 會展上，微軟與沙烏地阿拉伯 HUMAIN 將合作推進到實際出貨階段：結合 HUMAIN ONE 與 Microsoft 365 Copilot 的「AI 生產力套件」瞄準中東與非洲一百萬用戶，而與 Qualcomm 共同打造的新一代 HUMAIN AI PC 將於 9 月 20 日開賣企業市場。
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Industry ENChina's CXMT Begins First HBM3E Production, Cracking Open the AI Memory Bottleneck
ChangXin Memory Technologies has started small-batch production of HBM3E, China's first domestically made advanced AI memory — a generation behind the leaders, but a strategic breakthrough against export controls.
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Industry 中中國 CXMT 首度投產 HBM3E，撬開 AI 記憶體瓶頸
長鑫存储（CXMT）已開始小批量生產 HBM3E，這是中國首度自產先進 AI 記憶體——雖落後龍頭一個世代，卻是對抗出口管制的戰略性突破。
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Industry ENNVIDIA Puts $3.5 Billion Into MediaTek to Wire Custom AI Chips Into Its Empire
NVIDIA announced a $3.5 billion convertible bond investment in MediaTek alongside an expanded partnership that puts NVLink Fusion at the center of custom XPU development — extending its rack-scale AI factory strategy from its own GPUs to everyone else's silicon.
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Industry 中輝達豪擲 35 億美元投資聯發科：把所有人的自研 AI 晶片都接上自己的帝國
NVIDIA 宣布以 35 億美元認購聯發科可轉換公司債，並擴大雙方合作——聯發科將採用 NVLink Fusion 平台，讓超大規模雲端業者自研的 XPU 能直接接入輝達的機櫃級 AI 工廠。輝達的算力帝國，正從自家 GPU 延伸到所有人的晶片。
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Models ENCohere Parse: The $1.50-Per-1,000-Page Specialist Picking Apart Enterprise Documents
Cohere's Parse (parse-v5.0) is a 2.3B-parameter vision-language model that turns contracts, invoices, and filings into clean Markdown at $1.50 per 1,000 pages — scoring 79.2 on ParseBench, beating Mistral OCR 4, and running at 2,160 pages per minute on an 8x H100 node.
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Models 中Cohere Parse：每千頁 1.50 美元的文件解析專家模型，拆解企業文件的最後一哩
Cohere 推出 Parse（parse-v5.0），一個僅 23 億參數的視覺語言模型，能把合約、發票與申報文件轉成乾淨的 Markdown，每千頁只要 1.50 美元 — ParseBench 拿下 79.2 分擊敗 Mistral OCR 4，在 8x H100 節點上每分鐘可處理 2,160 頁。
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Industry ENNvidia Hits Pause on Its $36 Billion AI Cloud Financing Machine
Less than two months after launching the AI Compute Partnership, Nvidia has paused some of the revenue-sharing deals at its core — spooked by internal antitrust warnings, partner backlash over 'approved customers' clauses, and the sheer scale of control the program handed one chipmaker over its own customers' businesses.
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Industry 中Nvidia 緊急踩煞車：暫停 360 億美元 AI 雲端融資機制
AI Compute Partnership 推出不到兩個月，Nvidia 就暫停了部分核心的營收分成交易 —— 內部反壟斷警告、合作夥伴對「核准客戶」條款的強烈反彈，以及這套機制讓一家晶片商掌握客戶事業的龐大控制權，都是踩煞車的原因。
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Industry ENHUMAIN and Applied Intuition Will Build the World's Largest Autonomous Trucking Network in Saudi Arabia
Saudi Arabia's HUMAIN and Silicon Valley's Applied Intuition will deploy thousands of Level 4 autonomous trucks across the Kingdom's freight corridors by 2030, the first step of a national physical AI strategy spanning robotaxis, ports, mining, and construction.
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Industry 中HUMAIN 攜手 Applied Intuition，將在沙烏地阿拉伯打造全球最大自動駕駛卡車網路
沙烏地阿拉伯 HUMAIN 與矽谷 Applied Intuition 宣布策略合作，2030 年前將在王國主要物流走廊部署數千輛 Level 4 自動駕駛卡車，並以此為起點，將實體 AI 擴展到機器人計程車、港口、礦業與營造等產業。
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Tools ENCashfree's Relay Goes Live for Every Merchant: AI Agents That Recover Failed Payments, Not Just Flag Them
India's Cashfree moved its Relay AI super-agent from beta to general availability for all merchants — autonomous agents that retry failed payments, recover abandoned carts, confirm COD orders, and file disputes before deadlines, aiming to turn 60 weekly hours of payment ops into 45 minutes.
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Tools 中Cashfree Relay 全面開放：不只警示問題、而是直接動手解決的支付 AI 代理
印度支付平台 Cashfree 將 Relay AI 超級代理從測試版推向全商家正式上線——自主重試失敗付款、挽回棄置購物車、確認貨到付款訂單、在期限前送出爭議申訴，目標把每週 60 小時的支付營運壓縮到 45 分鐘以內。
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Policy ENFSB Chair Warns G20 That Frontier AI Now Threatens Global Financial Stability
Bank of England governor Andrew Bailey tells G20 finance ministers that frontier AI's impact on cyber risk is the financial system's most immediate concern, alongside stretched AI-fuelled valuations and leverage.
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Policy 中FSB 主席警告 G20：前哨 AI 已威脅全球金融穩定
英國央行總裁 Andrew Bailey 向 G20 財長示警，前哨 AI 對網路風險的衝擊是金融體系最迫切的威脅，疊加 AI 推高的資產估值與槓桿，市場恐面臨失序修正。
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Industry ENLEAP 2026 Opens in Riyadh: Saudi Arabia's $44 Billion AI Bet Enters Its Fifth Round
Saudi Arabia's flagship tech event opens Monday at the Riyadh Exhibition and Convention Center with 1,800+ companies, 1,900 investors and DeepFest's AI program — after a year in which HUMAIN signed Mistral and Microsoft, LEAP expanded to Hong Kong, and cumulative announcements topped $44.2 billion.
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Industry 中LEAP 2026 利雅德登場：沙烏地阿拉伯 442 億美元的 AI 豪賭進入第五輪
沙烏地阿拉伯旗艦科技盛會週一在利雅德展覽暨會議中心開幕，超過 1,800 家廠商、1,900 位投資人與 DeepFest AI 議程齊聚——過去一年 HUMAIN 先後與 Mistral 和 Microsoft 簽約，LEAP 更擴展至香港，歷屆累計宣布投資已突破 442 億美元。
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Industry ENAnthropic's Claude Code 'Raise' Is Actually a 17% Cut: The Math Behind the September 14 Limits Shuffle
Anthropic framed it as a permanent 25% increase to Claude Code weekly limits, but with the summer's 50% promotional boost expiring September 14, developers worked out the truth: it's a net 17% reduction — and a Community Note now warns every reader of the announcement.
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Industry 中Anthropic 的 Claude Code「調升」其實是砍 17%：9 月 14 日限額大重排背後的數學
Anthropic 把它包裝成 Claude Code 週用量上限「永久調升 25%」，但夏季的 50% 促銷加成將於 9 月 14 日到期，開發者一算才發現真相：這是淨減 17% —— 而且公告上現在釘著一則 Community Note 向每位讀者示警。
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Policy ENSouth Korea Picks SKT, Kakao, and KT for 'AI for All': Free Unlimited AI for 52 Million Citizens
Seoul named three consortia on Aug 28 to build free, unlimited, government-backed AI services for every citizen — 512 Nvidia B200 GPUs, a 50% domestic-model quota, beta in September, full launch by December.
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Policy 中南韓「AI for All」選定 SKT、Kakao、KT：5,200 萬全民免費用無限量 AI
南韓科學技術情報通信部 8 月 28 日公布三個聯盟，將為全體國民打造免費、無限量、政府支持的 AI 服務——512 顆 Nvidia B200 GPU、50% 國產模型配額，9 月展開測試、12 月全面上線。
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Industry ENOne-Third of US GDP Growth Is Now AI, ING Estimates — But It's Capex and the Wealth Effect, Not Consumers
ING's chief international economist James Knightley decomposes the AI investment boom: after subtracting imported chips, tech capex still drives roughly a third of US GDP growth — while only 2-3% of households pay for AI and layoffs citing AI hit a fifth straight month.
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Tools ENAlibaba Takes QwenWork Global: The Workplace AI Agent Platform Enters International Public Beta
Alibaba has opened QwenWork International to global users in public beta — an all-in-one workplace AI agent platform unifying desktop, cloud, and enterprise-collaboration agents, with web development, multimodal generation, reusable skills, and DingTalk-scale ambitions behind it.
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Tools 中阿里巴巴 QwenWork 國際版上線：全方位 workplace AI Agent 平台開放全球公測
阿里巴巴將 QwenWork 國際版開放全球公測——這是一個整合桌面、雲端與企業協作三大環境的全方位 workplace AI Agent 平台，內建網頁開發、多模態生成與可重用技能，背後還有釘釘超過 2,000 萬企業的通路優勢。
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Industry ENTechlash Peaks: $130B in Data Center Projects Blocked as AI Angst Reshapes Midterms
CNBC synthesis: Q1 2026 alone saw ~$130B in data center projects blocked or delayed by local opposition, Pew shows majority AI concern, and the backlash has become a bipartisan midterm issue.
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Industry 中科技反噬浪潮高點：130 億美元資料中心計畫受阻，AI 焦慮重塑期中選舉
CNBC 綜合報導：2026 年第一季約 1,300 億美元資料中心計畫因地方反對而受阻或延宕，Pew 顯示多數美國人對 AI 感到擔憂，反噬浪潮已成跨黨派期中選舉議題。
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Policy ENFed Chair Warsh Calls AI a Potential 'Fourth Factor of Production' in Landmark Jackson Hole Keynote
In his first Jackson Hole keynote, Fed Chairman Kevin Warsh framed AI as a potential fourth factor of production, cited $100B+ annualized token sales, and launched a task force on productivity and jobs.
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Policy 中Fed 主席 Warsh 在 Jackson Hole 演說中稱 AI 為潛在的「第四種生產要素」
Fed 主席 Kevin Warsh 首次 Jackson Hole 演說將 AI 定調為潛在第四種生產要素，引用逾 1,000 億美元年化 token 銷售額，並成立生產力與就業任務小組。
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Industry ENOpenAI Is Buying Tens of Thousands of Macs for RL — and Apple Just Became an AI Hardware Company
The Information reports OpenAI has purchased tens of thousands of Macs to run reinforcement-learning workloads while Anthropic rents Mac capacity on AWS — and Nvidia now sees Apple as its principal rival in local AI processing.
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Industry 中OpenAI 大手筆購入數萬台 Mac 跑強化學習 — 蘋果意外成為 AI 硬體公司
The Information 報導 OpenAI 已購入數萬台 Mac 執行強化學習工作負載，Anthropic 則透過 AWS 租用 Mac 運算資源；Nvidia 現在將蘋果視為本地 AI 運算的主要競爭對手。
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Industry ENCaterpillar Is Turning Decades of Mining Autonomy Into an Enterprise AI Playbook
Caterpillar CTO Jaime Mineart says the real challenge in AI isn't the models — it's the workflows. With 1.6M connected assets, 16 PB of machine data, a $100M retraining program, and power-generation sales up 72% on data-center demand, the 101-year-old heavy-equipment maker is industrializing AI deployment the way it once industrialized autonomous haulage.
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Industry 中Caterpillar 把三十年採礦自動化經驗，變成企業 AI 落地的教科書
Caterpillar 技術長 Jaime Mineart 直言，AI 真正的難題不是模型，而是工作流程。這家擁有 160 萬台聯網設備、16 PB 機器資料、承諾投入 1 億美元培訓 11.8 萬名員工的百年重工巨頭，正把採礦自動化的部署方法論，系統性地轉化為企業 AI 戰略——而資料中心發電設備需求暴增 72%，已經先讓它賺到了 AI 時代的第一桶金。
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Industry ENThe Insiders Are De-Risking: AI Employees Quietly Cash Out as Bubble Fears Go Mainstream
Wealth advisors working with staff at Anthropic, OpenAI and the hyperscalers say bubble anxiety has moved from fringe worry to default assumption — with structured selling, tax-loss harvesting and rotation into neoclouds now standard practice.
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Industry 中內部人開始避險：AI 泡沫疑慮主流化，Anthropic、OpenAI 員工悄悄套現
服務 Anthropic、OpenAI 與超大型雲端業者員工的財富顧問指出，泡沫焦慮已從邊緣疑慮變成預設立場——結構性出售、稅務損失收割與轉進新創雲端股，如今已是標準操作。
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Industry ENNvidia Is Buying Hugging Face for $12.9 Billion — and the Open-Source World Is Bracing
Nvidia has reportedly agreed to acquire Hugging Face, the repository hosting millions of open models, for $12.9 billion — an ~86x revenue multiple. The deal hands the chip giant the de facto home of open-source AI, and developers are asking what happens to its neutrality.
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Industry 中Nvidia 以 129 億美元收購 Hugging Face——開源 AI 世界嚴陣以待
據報導 Nvidia 已同意以 129 億美元收購托管數百萬個開源模型的 Hugging Face，約為其營收的 86 倍。這筆交易把開源 AI 的事實上根據地交到晶片巨頭手中，開發者社群正關注平台中立性將何去何從。
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Industry ENNvidia's $96 Billion Quarter and a 70% Growth Forecast That Stunned Wall Street
Nvidia reported Q2 FY2027 revenue of $96.2 billion, guided Q3 to $108 billion, and told investors fiscal 2028 revenue should grow about 70% — far above the ~44% analysts expected — alongside a plan to deploy 2 million more GPUs with AWS.
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Industry 中Nvidia 單季營收 962 億美元，70% 成長預測震撼華爾街
Nvidia 公布 2027 財年第二季營收 962 億美元、年增 106%，並預估下一財年營收將成長約 70%，遠超市場預期的 44%；同時宣布與 AWS 合作於 2027–2028 年再部署 200 萬顆 GPU。
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Industry ENSpaceX Is Building Its Own Turbine-Blade Foundry to Escape AI Power's Hardest Bottleneck
The Information reveals SpaceX is laying groundwork for a 'Blades and Vanes Foundry' in Bastrop, Texas — a vertical-integration bet to route around the three foundries on Earth whose order books for hot-section turbine blades are full through 2030.
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Industry 中SpaceX 自建渦輪葉片鑄造廠：繞過 AI 電力最硬的瓶頸
《The Information》獨家揭露 SpaceX 正在德州 Bastrop 為「葉片與導葉鑄造廠」打底——一場垂直整合豪賭，目標是繞過全球僅三家、訂單已排到 2030 年的熱段渦輪葉片鑄造產能。
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Tools ENvLLM 0.28.0 Lands Decode Context Parallel, DFlash2 Speculative Decoding and Tiered Disk KV Offload
The vLLM project's latest release packs 584 commits from 270 contributors: Decode Context Parallel for Kimi-K3, end-to-end sparse MLA for DeepSeek V4, DFlash2 speculation, disk-tier KV offloading, and doubled batch defaults.
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Tools 中vLLM 0.28.0 釋出：Decode Context Parallel、DFlash2 投機解碼與磁碟層 KV 卸載全面到位
vLLM 最新版本集結 270 位貢獻者的 584 項提交：Kimi-K3 的 Decode Context Parallel、DeepSeek V4 端到端稀疏 MLA、DFlash2 投機解碼、磁碟層 KV 快取卸載，以及翻倍的批次預設值。
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Policy ENPhase 2 Chip Tariffs Would Hit Laptops, Consoles — and AI Data Center Servers
The Trump administration is weighing a second round of semiconductor tariffs extending duties to finished goods — laptops, gaming consoles, and data center servers — with duty-free quotas pegged to pledged US fab capacity.
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Policy 中晶片關稅第二波瞄準筆電、遊戲主機——以及 AI 資料中心伺服器
川普政府正研議第二輪半導體關稅，將課稅範圍從晶片本體擴大至終端產品——筆電、遊戲主機與資料中心伺服器，免稅額度則與企業承諾的美國本土產能掛鉤。
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Tools ENAI Agents Can Now Spend Money — and the Authorization Rules Are Racing to Catch Up
Cloudflare Wallets, Google's AP2, NIST agent-identity work and the AI AGENT Act are converging on one idea: an agent must carry proof it was allowed to pay.
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Tools 中AI 代理人已經會花錢了——授權規則正在加速追趕
Cloudflare Wallets、Google AP2、NIST 代理人身分標準與美國參議院的 AI AGENT Act,正從不同方向收斂到同一個核心觀念:代理人必須隨身攜帶「被允許付款」的證明。
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Tools ENAMD Ships ROCm 10: Agentic AI Tooling and a 3.3x Inference Claim in Its Biggest Software Release Yet
AMD's ROCm 10 marks a decade of its open compute stack with ROCm.AI — an agentic developer layer pairing ROCm CLI, AMD Skills for Claude/Cursor/Codex, and the Hyperloom auto-optimizer — plus a claimed 3.3x inference and 2.4x training uplift over ROCm 7.
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Tools 中AMD 發布 ROCm 10：代理式 AI 工具鏈與 3.3 倍推論提升，十年來最大軟體更新
AMD 以 ROCm 10 歡慶開源運算堆疊十週年，主打 ROCm.AI 代理式開發體驗——整合 ROCm CLI、支援 Claude/Cursor/Codex 的 AMD Skills 與自動最佳化工具 Hyperloom——並宣稱推論效能較 ROCm 7 提升 3.3 倍、訓練提升 2.4 倍。
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Industry ENCXMT Beats Samsung and SK Hynix to LPDDR6: Chinese Memory Debuts on Xiaomi's 18 Fold
China's CXMT has begun mass-producing LPDDR6 mobile memory and will debut it inside Xiaomi's 18 Fold flagship in September — the first time a Chinese DRAM maker ships next-generation memory in a premium phone ahead of Samsung, SK Hynix, and Micron.
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Industry 中CXMT 搶先三星、SK 海力士量產 LPDDR6：中國記憶體首度登上小米 18 Fold 旗艦
中國最大記憶體廠長鑫存儲（CXMT）宣布 LPDDR6 進入量產，並將於 9 月在小米 18 Fold 旗艦摺疊手機首發——這是中國 DRAM 廠商首次與三星、SK 海力士、美光同步、甚至搶先在新一代行動記憶體上出貨。
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Industry ENa16z's $1.1B Machine Age Fund: The Venture Giant Goes All-In on AI's Physical Layer
Andreessen Horowitz has raised $1.1 billion for its first dedicated hardware fund — backing chips, memory, networking, data centers, robotics, and even home AI appliances as the AI supply chain hits the limits of physics.
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Industry 中a16z 11 億美元「機器時代基金」：創投巨頭全面押注 AI 的物理層
Andreessen Horowitz 成立首檔純硬體基金「機器時代基金」，規模 11 億美元，投資範圍涵蓋 AI 晶片、記憶體、網路設備、資料中心、機器人乃至家用 AI 裝置——因為 AI 供應鏈已經撞上物理極限。
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Industry ENOpenAI's Jalapeño Chip Beats Nvidia Rubin on Performance-per-Watt in First Benchmarks
OpenAI's first custom inference chip, built with Broadcom in 16 months, delivers 1.5–1.9x more AI work per watt than the best shipping accelerators — with big implications for the CUDA moat.
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Industry 中OpenAI 首顆自研晶片 Jalapeño 首波測試出爐：每瓦效能擊敗 Nvidia Rubin
OpenAI 與 Broadcom 花費 16 個月打造的首顆自研推理晶片，在每瓦效能上以 1.5–1.9 倍領先目前最強的量產加速器，也讓 Nvidia 的 CUDA 護城河首度受到實質挑戰。
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Industry ENNvidia Hits Pause on Its $36B AI Cloud Financing Program Amid Antitrust Fears
Less than two months after launching the AI Compute Partnership, Nvidia has reportedly paused some deals after employees warned the 50%-of-revenue terms and customer-approval clauses could invite antitrust scrutiny.
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Industry 中輝達喊停 360 億美元 AI 雲端融資計畫：反壟斷陰影下的急轉彎
AI Compute Partnership 推出不到兩個月，輝達據報暫停部分交易——內部員工警告，50% 超額收入分成與「客戶須經輝達核准」條款可能引來反壟斷審查。
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Industry ENRobots in the Racks: Meta Is Testing Machines That Swap Cables, Reset Servers, and Reseat Hardware
Meta is running supervised robot trials at data centers in Iowa and Ohio — dual-armed cable swappers, a power-cycling arm, and part-reseating machines — in a push to automate technician work and hold down labor costs as AI infrastructure spending soars.
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Industry 中機房裡的機器人：Meta 測試能換線、重開機、重新插拔零件的自動化大軍
Meta 正在愛荷華與俄亥俄州的資料中心進行有人監督的機器人試驗——雙臂換線機器人、電源循環機械臂與零件重新插拔機——隨著 AI 基礎設施支出飆升，公司希望自動化技術員工作、控制人力成本。
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Meta ENOffshore Nuclear Barges Could Power AI Data Centers—Starting in California, Where Nuclear Is Banned
The Port of Long Beach is partnering with startup Bluecore Energy to deploy small modular reactors on floating barges—clean power for ports, ships, and AI data centers in a state that banned new nuclear plants in 1976.
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Meta 中海上核能駁船可望為 AI 資料中心供電——率先登場的，竟是禁核五十年的加州
長堤港與新創 Bluecore Energy 合作，要在漂浮駁船上部署小型模組化反應爐，為港口、船舶與 AI 資料中心提供無碳電力——而加州早在 1976 年就禁止興建新核電廠。
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Industry ENSK hynix Breaks Ground on $4B Indiana Fab: First 'Made in USA' HBM Arrives in 2029 — and the Memory Shortage Won't End Until 2030
SK hynix's West Lafayette groundbreaking starts a two-continent HBM pipeline — Korean wafers, Indiana packaging — with first US-made HBM in H2 2029, while CEO Kwak Noh-jung forecasts a global memory shortage through the end of 2030.
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Industry 中SK hynix 印第安納 40 億美元廠動工：第一批「美國製造」HBM 2029 年問世，記憶體短缺卻要到 2030 年
SK hynix 在西拉法葉動工興建全美首座 HBM 先進封裝廠——韓國生產晶圓、印第安納負責封裝的雙洲生產線將於 2029 下半年量產，而執行長郭魯正預言全球記憶體短缺將持續到 2030 年底。
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Industry ENThe AI Race's Forgotten Bottleneck: UK Executives Warn 5G Upgrades Are Too Slow to Carry AI Traffic
Senior UK telecoms executives warn that planning delays and lagging 5G standalone upgrades — with Britain ranked 57th globally for mobile network performance — could leave the country unable to handle the coming surge in AI-related traffic.
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Industry 中AI 競賽被遺忘的瓶頸：英國電信高層警告 5G 升級太慢，恐無力承載 AI 流量
英國電信業高層警告，都市規劃審查延宕加上 5G 獨立組網升級落後——英國行動網路效能全球排名第 57——可能讓英國無力應付即將到來的 AI 流量大爆發。
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Industry ENIntel's Crescent Island: 480GB of LPDDR5X and a Bet That Agentic AI Inference Doesn't Need HBM
At Hot Chips 2026, Intel detailed Crescent Island — a 350W air-cooled Xe3P GPU with up to 480GB of LPDDR5X, 256 third-gen XMX engines, full-rate FP64, and a tokens-per-watt design philosophy aimed squarely at agentic AI inference.
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Industry 中Intel Crescent Island：480GB LPDDR5X 與一場「代理式 AI 推論不需要 HBM」的豪賭
在 Hot Chips 2026 上，Intel 詳細揭露 Crescent Island——一張 350W 氣冷 PCIe 卡，搭載最高 480GB LPDDR5X、256 個第三代 XMX 引擎與全速 FP64，以「每瓦 token 數」為核心設計哲學，瞄準代理式 AI 推論市場。
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Industry ENNvidia Compresses AI Model Release Cycle to 4–6 Weeks — Software Sprints While Hardware Walks
Nvidia's VP of Applied Deep Learning Bryan Catanzaro says the company now ships open-weight model updates every 4–6 weeks, down from 6–8 months — a 5–8x acceleration that applies to software only, while Blackwell and Vera Rubin keep their annual silicon cadence.
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Industry 中Nvidia 將 AI 模型發布週期壓縮至 4–6 週 — 軟體衝刺，硬體慢走
Nvidia 應用深度學習研究副總裁 Bryan Catanzaro 證實，開放權重模型的更新週期已從每 6–8 個月縮短至每 4–6 週——約 5–8 倍的加速，但僅限軟體；Blackwell 與 Vera Rubin 矽晶片仍維持年度節奏。
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Models ENFive Open-Weight Models in Nine Days: The Capability Premium Just Collapsed
Between August 21 and 29, five Chinese AI labs shipped open-weight models with 1M-token context at budget prices — and OpenAI answered with a 20% price cut. The frontier is now a price war.
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Models 中九天五款開源權重模型：能力溢價正在崩塌
8 月 21 日至 29 日，五家中國 AI 實驗室接連推出具備百萬 token 上下文的開源權重模型，價格卻壓在低價帶——OpenAI 的回應是降價 20%。前沿模型市場正式進入價格戰。
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Industry ENNvidia Doubles Revenue Again: Q2 FY2027 Hits $96.2B as AI Demand Stays 'Parabolic'
Nvidia's Q2 FY2027 results blew past estimates with $96.2B revenue (+106% YoY), $89B data center sales and $108B Q3 guidance — but Wall Street's reaction was muted, and supply, not demand, is now the binding constraint.
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Industry 中輝達營收再度翻倍：FY2027 Q2 達 962 億美元，AI 需求依然「拋物線式」成長
輝達 FY2027 第二季財報再度大勝預期：營收 962 億美元（年增 106%）、資料中心營收 890 億美元、Q3 指引 1,080 億美元——但華爾街反應平淡，如今真正的瓶頸是供給，不是需求。
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Tools ENCisco Gives Every Employee an AI Agent: MyAgent Brings Ambient Intelligence to 90,000 Workers
Cisco has rolled out MyAgent, a personal AI agent with persistent memory and supervised autonomous execution, to its entire 90,000-person workforce — the largest corporate deployment of its kind.
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Tools 中思科讓每位員工都有自己的 AI 代理：MyAgent 為 9 萬名員工帶來環境智慧
思科已將具備持久記憶與監督式自主執行能力的個人 AI 代理 MyAgent 推廣至全部 9 萬名員工——這是迄今規模最大的企業級代理部署之一。
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Tools ENSiFive's BigSky Ships: The First Rackable RISC-V Server Runs Ubuntu, RHEL 10 — and CUDA
SiFive's BigSky SF-2U870, the first enterprise-grade rackable 2U RISC-V server, is shipping to lead customers with out-of-the-box Ubuntu 26.04 LTS and RHEL 10 — and CUDA running on its P870-D cores as a head node for NVIDIA GPUs.
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Tools 中SiFive BigSky 出貨：首款可上機架的 RISC-V 伺服器，原生支援 Ubuntu、RHEL 10——還能跑 CUDA
SiFive 的 BigSky SF-2U870 是首款企業級 2U 可上機架 RISC-V 伺服器，已開始出貨給先導客戶，開箱即支援 Ubuntu 26.04 LTS 與 RHEL 10，而且 CUDA 已能在其 P870-D 核心上執行、充當 NVIDIA GPU 叢集的前端主節點。
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Industry ENNvidia Agrees to Buy Hugging Face for $12.9 Billion — and the Open-Source World Is Bracing for Impact
Nvidia has agreed to acquire Hugging Face, the 'GitHub of AI' that hosts millions of open models and the llama.cpp inference engine, for $12.9 billion — putting a single chipmaker in control of open-source AI's most important commons.
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Industry 中輝達同意以 129 億美元收購 Hugging Face——開源 AI 世界正嚴陣以待
輝達已同意以 129 億美元收購被譽為「AI 界 GitHub」的 Hugging Face，連同其託管的數百萬個開源模型與 llama.cpp 推理引擎——這意味著單一晶片廠商將掌控開源 AI 最重要的公共財。
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Tools ENWSJ Verdict Is In: Google's Personal Intelligence Wins on Simplicity
The Wall Street Journal put Google's Personal Intelligence stack — Dreambeans, Daily Brief and the Gemini integration — in charge of a real digital life. The verdict: it wins on simplicity, and that is exactly the point.
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Tools 中華爾街日報實測定論：Google 個人智慧以「簡單」取勝
華爾街日報記者把真實數位生活交給 Google 的個人智慧系統——Dreambeans、Daily Brief 與 Gemini 整合——實測後的結論是：它靠簡單取勝，而這正是重點所在。
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Industry ENMiniMax Triples Alibaba Cloud Spending Ceiling to US$1.2 Billion as Compute Hunger Bites
New HKEX filings show MiniMax has raised its three-year Alibaba Cloud purchase cap 220% to US$1.2 billion after burning through two-thirds of its annual budget by June — a concrete picture of what surging AI inference demand costs in China's cloud market.
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Industry 中運算需求暴增，MiniMax 將阿里雲採購上限調高三倍至 12 億美元
港交所文件顯示，MiniMax 因上半年就用掉三分之二的年度雲端預算，將與阿里雲的三年採購上限調高 220% 至 12 億美元，具體呈現了中國 AI 推論需求爆炸的真實成本。
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Industry ENLambda Borrows $1 Billion to Buy Nvidia Chips for Microsoft: Inside AI's Debt Machine
AI cloud Lambda has raised $1B in private short-dated debt via JPMorgan to buy Nvidia GPUs it will lease to Microsoft — its third major loan this year, and the latest sign that the AI buildout now runs on structured finance as much as on venture capital.
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Industry 中Lambda 借貸 10 億美元購買輝達晶片轉租微軟：AI 建設的債務引擎全解析
AI 雲 Lambda 透過摩根大通募集 10 億美元短期私募債，購買輝達 GPU 轉租給微軟——這是該公司今年第三筆大型貸款，也再次證明 AI 基礎建設如今靠結構化金融的程度，不亞於創投資金。
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Tools ENPerplexity's Portable Computer Puts the Whole Agent Stack on Your Desk: Local-First AI on Nvidia's DGX Spark
Perplexity's new Portable Computer runs the full agent harness, orchestrator, and sandbox entirely on an Nvidia DGX Spark — zero per-token costs for local steps, with a PII-checked escalation gate to 15+ cloud models only when you approve it.
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Tools 中Perplexity 推出 Portable Computer：把整套 Agent 架構搬上你的桌機，與 Nvidia DGX Spark 攜手打造本地優先 AI
Perplexity 最新發表的 Portable Computer 將完整的 agent 架構——harness、orchestrator、沙箱與後訓練模型——整包跑在 Nvidia DGX Spark 上，本機步驟零 token 費用，只有在你逐次核准並通過 PII 檢查後才會升級到 15+ 雲端模型。
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Industry ENMarvell Beats and Raises, but Shares Slide 8% as Investors Demand a Timeline for Google's $120B Chip Deal
Marvell posted record Q2 FY27 revenue of $2.739B (+37% YoY) and lifted FY27/FY28 guidance to $12B/$18B — yet the stock fell more than 8% as Wall Street pushed for clarity on when the Google custom-silicon agreement actually converts to revenue.
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Industry 中Marvell 財報超預期並上調指引，股價卻暴跌 8%：華爾街要的是 Google 千億美元晶片交易的「時間表」
Marvell 2027 財年第二季營收創新高達 27.39 億美元（年增 37%），並將 FY27/FY28 營收指引上調至 120 億 / 180 億美元——但投資人追問 Google 客製晶片協議何時兌現為營收，週五早盤股價仍重挫逾 8%。
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Industry ENAnthropic Planned, Then Walked Away From a $7 Billion Acquisition of Chip Startup MatX
A Reuters exclusive reveals Anthropic discussed buying ex-Google TPU engineers' chip startup MatX for roughly $7 billion before abandoning the deal — the clearest sign yet that frontier labs see custom silicon as existential.
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Industry 中路透獨家：Anthropic 曾計劃以 70 億美元收購晶片新創 MatX，最終喊卡
路透社獨家揭露，Anthropic 曾洽談以約 70 億美元收購由前 Google TPU 工程師創立的晶片新創 MatX，最終放棄交易——這是前沿 AI 實驗室將客製化晶片視為生死存亡關鍵的最明確訊號。
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Models ENApple's M6 Is the First 2nm Chip — and M5 Ultra Makes 512GB of AI Memory a Desktop Affair
Apple's M6 is the world's first 2nm silicon, and the quad-die M5 Ultra brings 512GB of unified memory at 1.2TB/s to the Mac Studio — a local-LLM workstation that quietly changes the economics of running frontier-scale models on a desk.
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Models 中Apple M6 是全球首款 2nm 晶片——M5 Ultra 則把 512GB AI 記憶體帶上桌面
Apple M6 是全球第一款 2 奈米處理器，四晶片封裝的 M5 Ultra 更為 Mac Studio 帶來 512GB 統一記憶體與 1.2TB/s 頻寬——一部改變本機大型模型運算經濟學的桌面工作站。
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Industry ENCognition Takes Over Cruise's Abandoned SF Headquarters — the Symbolic Handover of SoMa to AI
The $26B Devin maker signed a five-year lease for 180,000 sq ft at 333 Brannan St. — the robotaxi company's former HQ — expanding its footprint sevenfold as Bloomberg reports fresh talks at a $40B valuation.
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Industry 中Cognition 接手 Cruise 遭棄置的舊總部——SoMa 正式交棒給 AI 時代
估值 260 億美元的 Devin 開發商簽下 333 Brannan St. 十八萬平方英尺的五年租約——這正是 robotaxi 公司 Cruise 的前總部——足跡一口氣擴張七倍，而彭博報導該公司正洽談以 400 億美元估值進行新一輪募資。
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Industry ENa16z Raises $1.1B 'Machine Age' Fund to Bankroll the Physical Buildout of AI
Andreessen Horowitz bets $1.1 billion that AI's next bottleneck is hardware — chips, memory, data centers, robots — not software.
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Industry 中a16z 募集 11 億美元「機器時代基金」，全力押注 AI 的實體基礎建設
Andreessen Horowitz 押注 11 億美元，賭 AI 的下一個瓶頸在硬體——晶片、記憶體、資料中心與機器人，而非軟體。
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Policy EN'Slam the Brakes': UK Greens Demand Moratorium on AI Data Centres as England Dries Out
Green Party leader Zack Polanski has demanded a freeze on new data centre approvals in England, warning that water-hungry AI infrastructure is being built in drought-struck regions while Labour calls a pause 'a disaster for jobs and national security.'
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Policy 中「踩下煞車」：英格蘭大旱之際，英國綠黨要求凍結 AI 資料中心興建
綠黨黨魁 Zack Polanski 要求凍結英格蘭新資料中心的開發許可，警告耗水巨量的 AI 基礎建設正入侵乾旱地區；工黨政府則回批暫停興建將是「就業與國安的災難」。
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Research ENMIT's η-Learning Generates Extreme-Event Scenarios Without Ever Seeing One
MIT's Extreme Event Aware (η-learning) algorithm generates plausible maps of unprecedented storms, floods, and wildfires without training on historical disasters — published Aug 20 in Nature Communications.
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Research 中MIT 的 η-Learning：從未見過極端事件，也能生成極端事件場景
MIT 團隊的 Extreme Event Aware（η-learning）演算法，無需以歷史災害資料訓練，就能生成前所未見的暴雨、洪水與野火場景地圖——論文於 8 月 20 日刊於 Nature Communications。
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Industry ENNvidia Hits Pause on AI Cloud Revenue-Sharing Deals After Internal Antitrust Warnings
Less than two months after launching its revenue-sharing financing program for AI clouds, Nvidia has paused some deals after employees warned the structure — including a 50% revenue cut above a threshold — could draw antitrust scrutiny.
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Industry 中內部反壟斷警告後，Nvidia 暫停 AI 雲端收益分享交易
推出 AI 雲端收益分享融資計畫不到兩個月，Nvidia 已暫停部分交易——員工警告這種結構（包括超過門檻後抽走 50% 收益）可能引來反壟斷審查。
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Industry ENIntel's 256-Core Xeon 7 'Diamond Rapids': A Rome Moment Three Years Late, Built for the AI Era
At Hot Chips 2026, Intel detailed Xeon 7 'Diamond Rapids': up to 256 P-cores across 22 chiplets, FP8 matrix acceleration, 16 DDR5-8000 channels and 1.28GB of L3 — its most sophisticated Xeon ever, but it won't ship until 2027.
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Industry 中Intel 256 核心 Xeon 7「Diamond Rapids」：遲到三年的 Rome 時刻，為 AI 時代而生
在 Hot Chips 2026 上，Intel 詳細揭露 Xeon 7「Diamond Rapids」：最多 256 個 P 核心、22 顆晶片堆疊、FP8 矩陣加速、16 通道 DDR5-8000 與 1.28GB L3 快取——史上最先進的 Xeon，但要等到 2027 年才會出貨。
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Tools ENGoogle's AI Mode Becomes a Travel Agent: Flight Price Tracking, Points Pricing, and In-Chat Hotel Booking
Google is turning AI Mode into a booking engine: live flight-price alerts across 180+ countries, points-and-miles rates, and hotel checkout via Google Pay with ten major travel partners in the U.S.
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Tools 中Google AI Mode 變身旅遊代理：機票價格追蹤、點數計價與對話內訂房
Google 正把 AI Mode 變成訂票引擎：覆蓋 180+ 國的機票降價提醒、點數/里程即時計價，以及透過 Google Pay、攜手十大旅遊夥伴在美國推出的對話內飯店下訂。
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Industry ENOkta Skyrockets 20% and CrowdStrike Posts Its Best Day Ever as AI Threats Turn Cybersecurity Into the Market's Hottest Trade
Twin earnings beats from Okta and CrowdStrike sent the identity and endpoint security stocks soaring, as surging AI-agent adoption and AI-powered attacks turned 'securing AI' into the fastest-growing line item in enterprise security budgets.
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Industry 中Okta 單日飆漲 20%、CrowdStrike 締造史上最佳交易日：AI 威脅讓網路安全成為市場最熱門標的
Okta 與 CrowdStrike 雙雙繳出亮眼財報，帶動身分識別與端點安全類股暴漲。AI 代理的快速普及與 AI 驅動的攻擊浪潮，正讓「保護 AI 安全」成為企業資安預算中成長最快的項目。
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Industry ENNvidia's $96.2 Billion Quarter: Vera Rubin Hits Full Production as AI Compute Becomes Revenue
Nvidia's Q2 FY2027 results doubled year over year to $96.2B with $89B from data centers, $108B guided for next quarter, and Vera Rubin racks already running at CoreWeave, Azure, Google Cloud and Oracle.
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Industry 中Nvidia 962 億美元季度財報：Vera Rubin 全面量產，AI 算力正式成為營收
Nvidia FY2027 Q2 營收年增 106% 達 962 億美元，資料中心貢獻 890 億美元，下季指引 1,080 億美元，Vera Rubin 機架已進駐 CoreWeave、Azure、Google Cloud 與 Oracle。
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Industry ENIndia's Greenko-Backed AM Intelligence Bets $8 Billion on 9,000 NVIDIA Rubin GPUs for Hyderabad AI Factory
AM Intelligence has placed a binding order for 9,000 NVIDIA Rubin GPUs to build one of Asia's first frontier AI compute clusters, backed by cheap renewable power and an aggressive electron-to-token economics thesis.
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Industry 中印度 Greenko 集團旗下 AM Intelligence 押注 80 億美元,採購 9,000 顆 NVIDIA Rubin GPU 打造海德拉巴 AI 工廠
AM Intelligence 已下達 9,000 顆 NVIDIA Rubin GPU 的約束性訂單,將打造亞洲最早的前沿 AI 算力叢集之一,背後靠的是低成本再生能源與「電子換 token」的經濟學布局。
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Industry ENOpenAI's First Custom Chip 'Jalapeño' Beats Nvidia on Efficiency in First Public Benchmarks
At Hot Chips 2026, OpenAI showed its Broadcom-built inference ASIC beating Nvidia's GB200/GB300 rack systems with 1.5-1.9x more throughput per kilowatt — from a 700W part.
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Industry 中OpenAI 首款自研晶片「Jalapeño」首次公開測試即擊敗 Nvidia 能效表現
在 Hot Chips 2026 上，OpenAI 展示與 Broadcom 共同開發的推論專用 ASIC，以 700W 之力在每千瓦吞吐量上超越 Nvidia GB200/GB300 機架系統 1.5 至 1.9 倍。
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Industry ENNvidia Puts a Number on It: AI Labs It Finances Will Be ~25% of Next Year's Business
Fresh off a $96.2B quarter, Nvidia disclosed that the AI labs it helps finance will account for roughly a quarter of fiscal 2028 revenue — with $366B in future commitments and $108.5B in guarantee exposure on the books — while Jensen Huang calls the circular-financing critique overblown and insists 'the risk is low.'
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Industry 中Nvidia 首次給出具體數字：它出資扶植的 AI 實驗室，將占下一個財年約四分之一業績
在 962 億美元營收的季度之後，Nvidia 披露其出資扶植的 AI 實驗室將占 2028 財年約四分之一營收——帳上未來承諾總額達 3,660 億美元、最大擔保曝險 1,085 億美元——黃仁勳則回應「循環融資」質疑，強調「風險很低」。
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Industry ENClaudeforce: Salesforce Puts Its Entire CRM Inside Claude
Salesforce and Anthropic launch Claudeforce — a plugin with 37 prebuilt sales skills that turns Claude into an AI CRO operating directly on live CRM data.
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Industry 中Claudeforce：Salesforce 把整套 CRM 搬進 Claude 裡
Salesforce 與 Anthropic 發布 Claudeforce——內建 37 個銷售技能的外掛，讓 Claude 直接讀寫即時 CRM 資料，成為不睡覺的 AI 營運長。
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Industry ENNvidia's $96 Billion Quarter: Inside the Numbers Behind the AI Boom's Most-Watched Report
Nvidia's Q2 FY2027 revenue doubled to $96.2B with data center sales up 117%, but markets shrugged — here's what the numbers really say about the AI buildout.
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Industry 中Nvidia 的 960 億美元季度：AI 熱潮中最受矚目財報背後的數字解讀
Nvidia 2027 財年第二季營收翻倍至 962 億美元、資料中心暴增 117%，市場反應卻出奇平淡——這些數字究竟透露了 AI 建設熱潮的什麼訊息？
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Industry ENTIME's 2026 TIME100 AI List Maps the New Power Structure of Artificial Intelligence
TIME's latest TIME100 AI collection — published today — crowns the OpenAI trio, Anthropic's founders, and an infrastructure-heavy cast from Broadcom's Hock Tan to Micron's Sanjay Mehrotra, alongside a deep bench of Chinese AI leaders, agent-economy founders, and Hollywood creators fighting for AI rights.
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Industry 中TIME 2026「AI 百大影響力人物」出炉：一幅新的 AI 權力地圖
TIME 今日發布 2026 年 TIME100 AI 名單：OpenAI 三巨頭、Anthropic 創辦人兄弟檔，加上從博通 Hock Tan 到美光 Sanjay Mehrotra 的基礎設施豪門、一字排開的中國 AI 領袖、Agent 新創創辦人，以及為創作者權益發聲的好萊塢名人。
- Industry EN
S&P Warns Hyperscalers Will Burn Cash Until 2029 as AI Capex Hits $1.3 Trillion
S&P Global Ratings says the six largest hyperscalers will post negative free operating cash flow through 2027 as combined AI capex tops $1.3 trillion — and the financing tricks behind the boom are quietly reshaping credit risk.
- Industry 中
標普警告:AI 資本支出突破 1.3 兆美元,超大規模雲端業者將燒錢燒到 2029 年
S&P Global Ratings 預測六大超大規模雲端業者 2026 至 2027 年自由營運現金流全數轉負,合計資本支出將在 2027 年突破 1.3 兆美元,而支撐這場狂潮的融資手法正悄悄重塑信用風險。
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Industry ENAnthropic Signs $45 Billion Compute Deal with Nscale — 460MW of Nvidia Vera Rubin Power for the Claude Era
Anthropic has agreed to pay UK neocloud Nscale roughly $45 billion over six years to lease about 460 megawatts of Nvidia Vera Rubin capacity at its Monarch campus in West Virginia — one of the largest AI infrastructure deals ever, signed weeks before its IPO roadshow.
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Industry 中Anthropic 與 Nscale 簽下 450 億美元算力合約——460MW 的 Nvidia Vera Rubin 運算，買斷 Claude 時代的未來
Anthropic 同意在六年內支付英國新創 Neocloud 業者 Nscale 約 450 億美元，租用其西維吉尼亞 Monarch 園區約 460 百萬瓦的 Nvidia Vera Rubin 算力——這是史上最大規模的 AI 基礎設施交易之一，而距離 Anthropic 的 IPO 路演只剩幾週。
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Industry ENLidl's Owner Bets €5.6 Billion on European AI Infrastructure
Schwarz Group will invest up to €5.6 billion by 2033 in a 240MW data centre near Rostock, expanding Schwarz Digits as Europe's 'digitally sovereign' answer to US cloud giants.
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Industry 中Lidl 老闆豪賭 56 億歐元，打造歐洲 AI 基礎設施
Schwarz 集團宣布在 2033 年前投資最高 56 億歐元，於德國北部羅斯托克附近興建 240MW 資料中心，以 Schwarz Digits 打「數位主權」旗幟對抗美國雲端巨頭。
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Industry ENCisco Puts Supermicro Inside: Secure AI Factory Grows Rack-Scale Teeth for the Rubin Era
Cisco is folding Supermicro's liquid-cooled rack-scale systems into its Secure AI Factory with NVIDIA, targeting Vera Rubin NVL72-class builds for enterprises, neoclouds and sovereign clouds — a bet that the next wave of AI infrastructure gets bought as one validated system, not assembled part by part.
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Industry 中Cisco 把 Supermicro 收進體系：Secure AI Factory 長出機架級利牙，迎戰 Rubin 時代
Cisco 宣布將 Supermicro 的液冷機架級伺服器納入 Secure AI Factory with NVIDIA 架構，瞄準 Vera Rubin NVL72 等級的企業、Neocloud 與主權雲部署——押注下一波 AI 基礎設施將以「整套驗證系統」而非零組件拼裝的方式被採購。
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Industry ENGrok 4.6 Lands on Microsoft Foundry: xAI's Flagship Goes Enterprise
SpaceXAI's frontier model Grok 4.6 is now in Microsoft Foundry Models public preview — 500K context, configurable reasoning, and enterprise governance for coding agents and long-horizon automation.
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Industry 中Grok 4.6 進駐 Microsoft Foundry：xAI 旗艦模型正式跨入企業市場
SpaceXAI 的前緣模型 Grok 4.6 進入 Microsoft Foundry Models 公開預覽——500K 上下文、可調式推理強度,為編碼代理與長程自動化提供企業級治理。
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Industry ENAWS Triples Down on Nvidia: 2 Million More GPUs, Trainium Gets NVLink Fusion, and Federal AI Factories at IL6
Announced on Nvidia's earnings call, the expanded AWS-Nvidia pact adds 2M more GPUs for 2027-28, brings Vera CPUs to EC2, wires NVLink Fusion and NVHBM into Amazon's own Trainium chips, and targets 100K GPUs of classified federal AI infrastructure.
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Industry 中AWS 加碼押注 Nvidia：再採購 200 萬顆 GPU、Trainium 導入 NVLink Fusion、IL6 聯邦 AI 工廠
在 Nvidia 財報電話會議上宣布的擴大合作，將於 2027-28 年為 AWS 再增添 200 萬顆 GPU、把 Vera CPU 帶進 EC2、讓 Amazon 自家 Trainium 晶片整合 NVLink Fusion 與 NVHBM，並瞄準 10 萬顆 GPU 規模的機密聯邦 AI 基礎設施。
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Industry ENAWS Acquires DuckLabs: The Team Behind DuckDB Joins Amazon, Open Source Project Stays Independent
Amazon has signed a definitive agreement to acquire DuckLabs, the Amsterdam company behind the wildly popular open source analytical database DuckDB. The DuckDB project itself stays MIT-licensed under the independent DuckDB Foundation — but the deal hands AWS the engineering brains behind one of the fastest-adopted data tools of the AI era.
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Industry 中AWS 收購 DuckLabs：DuckDB 背後團隊加入 Amazon，開源專案維持獨立
Amazon 已簽署最終協議，收購開源分析資料庫 DuckDB 背後的阿姆斯特丹公司 DuckLabs。DuckDB 專案本身仍由獨立的 DuckDB Foundation 以 MIT 授權管理——但這筆交易讓 AWS 把 AI 時代成長最快的資料工具之一的工程大腦納入麾下。
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Models ENGoogle Launches Gemini 3.5 Transcribe: Speech-to-Text That Cleans Up Your Words
Google's most precise speech-to-text model yet hits GA with 4.0% streaming WER, 85+ languages, disfluency cleanup, and function calling — landing in Gboard, Chrome, Antigravity, and the Gemini API.
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Models 中Google 推出 Gemini 3.5 Transcribe：會自動潤稿的語音轉文字模型
Google 迄今最精準的語音轉文字模型正式上線：串流 WER 4.0%、支援 85+ 種語言、自動移除贅詞並支援函式呼叫，同步進駐 Gboard、Chrome、Antigravity 與 Gemini API。
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Industry ENNvidia Doubles Down: Q2 FY27 Revenue Hits $96.2B, Guides $108B as AI Buildout Goes 'Full Steam'
Nvidia's fiscal Q2 2027 revenue doubled to $96.2B with $89B from data centers, a $108B Q3 guide, and a $2 trillion backlog — compute has officially become revenue.
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Industry 中輝達財報炸裂：FY27 Q2 營收 962 億美元翻倍成長，Q3 指引 1,080 億美元，AI 建設「全速前進」
輝達 FY27 第二季營收翻倍至 962 億美元，資料中心貢獻 890 億美元，Q3 指引 1,080 億美元，積壓訂單突破 2 兆美元——運算正式成為營收。
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Industry ENMiniMax Nearly Quadruples Revenue in First Post-IPO Interim Results, as Enterprise API Demand Explodes 703%
MiniMax reported H1 2026 revenue of US$116.6 million, up 283% year over year and already exceeding all of 2025, with Open Platform enterprise revenue surging 703% as token consumption hit 20x its January level.
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Industry 中MiniMax 上市後首份中期財報營收近翻四倍，企業 API 業務暴增 703%
MiniMax 公布 2026 上半年營收 1.166 億美元、年增 283%，已超越 2025 全年總和；Open Platform 企業業務暴增 703%，Token 消耗量更達 1 月的 20 倍。
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Industry ENDeepSeek's Revenue Jumped Tenfold to $70.7M — and Its API Business Is More Profitable Than OpenAI's
Leaked financials show DeepSeek generated RMB 475M ($70.7M) in the first seven months of 2026, a tenfold jump, with API gross margin at a remarkable 82.9%.
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Industry 中DeepSeek 營收暴增十倍至 7,070 萬美元——API 毛利率竟超越 OpenAI
外流財報顯示，DeepSeek 2026 年前七個月營收達 4.75 億人民幣（7,070 萬美元），年增十倍，API 毛利率更高達 82.9%。
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Industry ENEmerald AI Raises $150M at $1.05B Valuation to Turn AI Data Centers Into Grid Assets
Emerald AI's oversubscribed Series A, backed by NVIDIA, Siemens and GE Vernova, bets that software orchestration — not new power plants — is the fastest way through AI's electricity bottleneck.
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Industry 中Emerald AI 以 10.5 億美元估值融資 1.5 億美元,要讓 AI 資料中心變成電網的彈性資產
獲得 NVIDIA、西門子、GE Vernova 等巨頭共同投資的超額認購 A 輪融資,押注軟體協調——而非新建電廠——才是突破 AI 電力瓶頸的最快解方。
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Industry ENOpenAI's Jalapeño Chip Posts First Benchmarks: Up to 1.9x Nvidia Blackwell Efficiency, 3.6x Lower Latency
OpenAI's first custom inference chip, built with Broadcom, delivered 1.5-1.9x more AI work per watt and up to 3.6x lower latency than Nvidia's GB200/GB300 systems in its first public benchmarks.
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Industry 中OpenAI 自研晶片 Jalapeño 首批實測出爐：能效最高達 Nvidia Blackwell 的 1.9 倍、延遲低 3.6 倍
OpenAI 與 Broadcom 共同打造的首款自研推理晶片 Jalapeño 公布首批實測數據：每瓦效能最高達 Nvidia GB200/GB300 系統的 1.9 倍，端對端延遲最低僅其 3.6 分之一。
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Industry ENIntel Details Xeon 7 'Diamond Rapids': 256 Cores, 1.28 GB of Cache, and a 2027 Date
At Hot Chips 2026, Intel revealed its most modular Xeon ever — up to 256 P-cores across 22 chiplets with FP8 matrix acceleration, 16 DDR5 channels, and a fan-out fabric that finally answers AMD's chiplet playbook.
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Industry 中Intel 揭曉 Xeon 7「Diamond Rapids」：256 核心、1.28 GB 快取，2027 年登場
在 Hot Chips 2026 上，Intel 公開了史上最模組化的 Xeon 伺服器處理器——最多 256 個 P 核心、22 顆晶粒組合、支援 FP8 矩陣運算與 16 通道 DDR5，要用「扇出型架構」正面迎戰 AMD 的小晶片布局。
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Tools ENNVIDIA Announces Jetson Orin Nano 2: 78 TOPS Robotics Computer for Entry-Level Physical AI
NVIDIA's new Jetson Orin Nano 2 doubles edge inference performance in the same form factor while cutting power 40%, putting frontier-class generative AI into robots and drones.
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Tools 中NVIDIA 發布 Jetson Orin Nano 2：78 TOPS 入門級物理 AI 運算模組
NVIDIA 新推出的 Jetson Orin Nano 2 在相同體積下將邊緣推論效能翻倍、功耗降低 40%，把前沿級生成式 AI 帶進機器人與無人機。
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Industry ENSoftBank Eyes Up to $20 Billion Offshore Bond Sale to Refinance Its OpenAI Bet
SoftBank is talking to banks about a $10–20 billion dollar-and-euro bond — its first 144A deal in over a decade — to help repay the $40B bridge loan behind its OpenAI investment, in what would be Asia's largest bond deal of 2026.
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Industry 中軟銀考慮發行最高 200 億美元海外債，為 OpenAI 豪賭再籌銀彈
軟銀正與銀行洽談 100 至 200 億美元的美元／歐元海外債——這是它十多年來首次採用 144A 格式——以償還資助 OpenAI 投資的 400 億美元過橋貸款，若成案將是 2026 年亞洲最大債券交易。
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Models ENNVIDIA's Groq 3 LPX Enters Full Production: 3,400 Tokens/sec for the Agentic AI Era
NVIDIA's first product from its $20B Groq acqui-hire — the Groq 3 LPX inference rack — is now in full production, pairing 256 LPU accelerators with Vera Rubin NVL72 and posting a record 3,400 output tokens/sec on Gemma 4 31B.
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Models 中NVIDIA Groq 3 LPX 進入量產：Agentic AI 時代的 3,400 Tokens/秒推論引擎
NVIDIA 以 200 億美元收購 Groq 團隊後的首款產品 Groq 3 LPX 推論機架正式進入量產，每座機架整合 256 顆 LPU 加速器並與 Vera Rubin NVL72 協同部署，在 Gemma 4 31B 上創下每秒 3,400 輸出 tokens 的紀錄，Nebius 成為首家採用的 AI 雲。
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Industry ENGartner: The Market for Securing AI Will Nearly Hit $5 Billion in 2027
Gartner's new forecast puts spending on securing AI at almost $4.8B in 2027, up 68.7% in a single year — with AI usage control and AI gateways growing fastest.
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Industry 中Gartner 預測:AI 安全防護市場 2027 年將近 50 億美元
Gartner 最新預測顯示,保護 AI 系統本身的「Securing AI」市場 2027 年將達 48 億美元、年增 68.7%,其中 AI 使用控制與 AI 閘道成長最快。
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Industry ENGrok Voice Answers 15,000 Starlink Calls a Day: The Largest Public AI Voice Deployment Just Got Its Receipts
SpaceXAI says Grok Voice now resolves over 15,000 inbound Starlink support and sales calls a day and fulfills 3,000+ orders a week — the first hard production numbers for speech-to-speech AI at consumer scale.
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Industry 中Grok Voice 每天接聽 15,000 通 Starlink 客服電話:史上最大規模 AI 語音部署交出實戰成績單
SpaceXAI 宣布 Grok Voice 每天為 Starlink 處理超過 15,000 通客服與銷售來電、每週完成 3,000 筆訂單——這是語音對語音 AI 首次在消費級規模下公開的硬指標。
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Industry ENIndia's $8 Billion AI Bet: AM Intelligence Orders 9,000 NVIDIA Vera Rubin Systems
Hyderabad-based AM Intelligence, backed by Greenko's founders, has placed a binding order for ~9,000 NVIDIA Rubin GPUs as Vera Rubin NVL72 systems — the first tranche of an $8B+, 1GW compute plan that could make India a major AI factory hub.
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Industry 中印度 80 億美元的豪賭：AM Intelligence 下單 9,000 套 NVIDIA Vera Rubin 系統
由 Greenko 創辦人支持的海德拉巴公司 AM Intelligence，已簽下約 9,000 顆 NVIDIA Rubin GPU 的約束性訂單（Vera Rubin NVL72 機架級系統），作為 80 億美元、1GW 運算計畫的第一步——印度可望躍居全球 AI 工廠重鎮。
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Industry ENAWS Kills Mechanical Turk: The 'Artificial Artificial Intelligence' That Taught Machines Is Eaten by Them
Amazon will shut down Mechanical Turk on September 30, 2026, retiring the 21-year-old crowdsourcing marketplace Jeff Bezos called 'artificial artificial intelligence' — outcompeted by the very AI industry it helped bootstrap.
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Industry 中AWS 終結 Mechanical Turk：餵養機器的「人工的人工智慧」，終被機器取代
Amazon 宣布將於 2026 年 9 月 30 日關閉 Mechanical Turk，這個 Bezos 稱之為「人工的人工智慧」、營運 21 年的群眾外包平台，最終被它親手催生的 AI 產業淘汰。
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Industry ENClickHouse Passes $350M ARR as OpenAI's Usage Grows 10x: AI Agents Are Rewriting the Database Market
ClickHouse's annual recurring revenue has surpassed $350 million, up 40% since May, as AI agents — including a 10x jump in OpenAI's usage — turn the real-time analytics database into core AI infrastructure.
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Industry 中ClickHouse 年經常性收入突破 3.5 億美元：OpenAI 用量暴增 10 倍，AI 代理正在改寫資料庫市場
ClickHouse 的年經常性收入（ARR）突破 3.5 億美元、三個月內成長約 40%，背後主力是 AI 代理帶來的工作負載——包括 OpenAI 的用量在一年內暴增約 10 倍。
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Tools ENAsk Gemini in Chat Goes Live Today: Google Turns Chat Into a Unified AI Command Line for Work
Starting August 26, 2026, eligible Google Workspace users get Ask Gemini in Chat — a unified command line powered by Workspace Intelligence that searches Gmail, Drive and Calendar, schedules meetings and manages tasks without leaving the conversation.
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Tools 中Ask Gemini in Chat 今日上線：Google 把 Chat 變成工作中的統一 AI 命令列
2026 年 8 月 26 日起，符合資格的 Google Workspace 用戶將陸續取得 Ask Gemini in Chat——由 Workspace Intelligence 驅動的統一命令列，可直接搜尋 Gmail、Drive 與 Calendar、安排會議、管理任務，全程不離開對話。
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Tools ENOpenAI's Assistants API Dies Wednesday: Hard Shutdown, No Migration Tool, Threads at Risk
On August 26, 2026, every call to /v1/assistants, /v1/threads and /v1/runs returns a hard error. No grace period, no automated Thread migration — production bots that haven't moved to the Responses API break overnight.
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Tools 中OpenAI Assistants API 週三正式關閉：硬性斷電、無自動遷移工具、對話資料恐將滅失
2026 年 8 月 26 日起，所有打到 /v1/assistants、/v1/threads、/v1/runs 的請求都會回傳硬錯誤。沒有寬限期、沒有自動遷移工具——還沒搬到 Responses API 的生產環境機器人將在一夜之間失效。
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Industry ENSam Altman: 'We've Not Had the iPhone Moment' — OpenAI's CEO Admits AI Adoption Is Running Late
In a weekend podcast interview, Sam Altman said AI is still at its 'Palm Pilot stage' of adoption: the technology is ready, but economic inertia means labs were 'too ambitious on timelines' — and Sora was shelved for eating too much compute.
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Industry 中Sam Altman 親口承認：「我們還沒等到 AI 的 iPhone 時刻」——AI 採用速度比所有人預期的都慢
Altman 在週末播客訪談中坦承 AI 仍處於「Palm Pilot 階段」：技術已經到位，但經濟慣性讓大家「在時程上都太過樂觀」——Sora 更因吃掉太多算力而被閒置。
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Research ENMIT's η-Learning Generates Worst-Case Weather Scenarios Without Ever Seeing One
MIT's Extreme Event Aware (η-) learning generates plausible once-in-a-century storms, floods, and wildfires without training on historical disasters — published in Nature Communications.
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Research 中MIT 的 η-學習：不必見過災難，也能生成百年一遇的極端天氣情境
MIT 團隊在 Nature Communications 發表「極端事件感知學習」（η-learning），無需歷史災害資料即可生成百年一遇暴雨、洪水與野火的合理最壞情境。
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Industry ENEmerald AI Joins the Unicorn Club With $1.05B Valuation for Grid-Flexible AI Factories
The DC-based startup orchestrating AI compute around grid conditions raised ~$150M at a $1.05B valuation, betting that power—not chips—is the real bottleneck for AI.
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Industry 中Emerald AI 以 10.5 億美元估值晉身獨角獸，讓 AI 資料中心成為電網的彈性資產
這家以軟體調度 AI 運算、使其配合電網狀況的華府新創，完成約 1.5 億美元融資、估值達 10.5 億美元——押注 AI 的真正瓶頸是電力，而非晶片。
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Models ENOpenAI's Jalapeño Chip Posts First Benchmarks: Up to 1.9x the Efficiency of Blackwell
At Hot Chips, OpenAI's first custom inference ASIC beat Nvidia Blackwell on SemiAnalysis' InferenceX: 1.5-1.9x more work per watt and 1.7-3.6x lower latency.
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Models 中OpenAI 自研晶片 Jalapeño 首批基準測試出爐:每瓦效率最高達 Blackwell 的 1.9 倍
在 Hot Chips 會議上,OpenAI 首顆自研推理 ASIC 在 SemiAnalysis 的 InferenceX 基準測試中擊敗 Nvidia Blackwell:每瓦工作量提升 1.5-1.9 倍,端對端延遲降低 1.7-3.6 倍。
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Models ENApple's M6 and M5 Ultra: First 2nm Chip and Quad-Die Monster Aim squarely at On-Device AI
Apple's M6 is its first 2nm chip with a Dual 16-core Neural Engine, while M5 Ultra fuses four dies into the most powerful M-series SoC ever — 512GB unified memory, 1.2TB/s bandwidth, built to run frontier AI models locally.
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Models 中Apple M6 與 M5 Ultra：首款 2nm 晶片與四晶粒巨獸，正面搶攻裝置端 AI
Apple M6 是首款 2nm 製程晶片、配備雙 16 核心神經網路引擎；M5 Ultra 則以四晶粒架構成為史上最強 M 系列晶片——512GB 統一記憶體、1.2TB/s 頻寬，目標是讓前沿 AI 模型直接在本機跑。
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Industry ENHugging Face's Revenue Jumped 50% to $150M — and a $13B Sale Is Now 'Nearing'
The Information reports Hugging Face's annualized revenue surged 50% to $150 million in two months even as the open-model hub nears a deal to sell itself at $13B+. Growth and exit, at the same time.
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Industry ENNvidia's $92 Billion Question: What to Watch When Q2 Earnings Land on August 26
Nvidia reports fiscal Q2 2027 results on August 26 with consensus at ~$92B revenue and $2.08 EPS. Between Vera Rubin's production ramp, a $104B Q3 guide, and $725B of hyperscaler capex, here's the full checklist for the most-watched print in tech.
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Industry 中輝達的 920 億美元大考：8 月 26 日 Q2 財報五大觀察重點
輝達將於 8 月 26 日盤後公布 2027 財年第二季財報，市場共識營收約 920 億美元、EPS 2.08 美元。從 Vera Rubin 量產爬坡、1,040 億美元的 Q3 財測，到雲端巨頭 7,250 億美元資本支出，本文整理這場科技界最重要財報的完整檢查清單。
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Industry ENLambda Seeks $3B Pre-IPO Round at $12B+ Valuation as AI Cloud Land Grab Accelerates
Nvidia-backed AI cloud Lambda is in talks to raise up to $3 billion at a $12B+ valuation ahead of its IPO — roughly double its November 2025 mark and the latest sign that the neocloud capital race is entering its public-market phase.
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Industry 中Lambda 洽談 30 億美元 IPO 前融資，估值突破 120 億美元——AI 雲端資本競賽進入公開市場階段
NVIDIA 投資的 AI 雲端業者 Lambda 正洽談以超過 120 億美元估值募集最高 30 億美元，為 IPO 鋪路——較 2025 年 11 月估值近乎翻倍，也宣告新創雲端（neocloud）的資本競賽正式進入公開市場階段。
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Industry ENIBM's Dual-ISA Mainframe Chip Runs Arm and z/Architecture in the Same Cores
At Hot Chips 2026, IBM unveiled the first dual-architecture mainframe processor: a 2nm, 11-core chip where every core natively executes both IBM Z and Arm AArch64 instructions at 5.7+ GHz, plus a second-gen AI inference accelerator with 96GB of HBM3e.
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Industry 中IBM 雙架構主機晶片問世：同一核心原生執行 Arm 與 z/Architecture
在 Hot Chips 2026，IBM 發表首款雙架構主機處理器：2nm 製程、11 核心、時脈超過 5.7 GHz，每個核心都能原生執行 IBM Z 與 Arm AArch64 指令，並搭配內建 96GB HBM3e 的第二代 AI 推論加速器。
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Tools ENOpenAI and AWS Cut Agent Coding Costs 82% by Optimizing GPT-5.6 for Kiro's Spec-Driven Harness
OpenAI put the full GPT-5.6 family inside AWS's Kiro and joint Terminal-Bench 2.1 testing showed successful tasks costing ~82% less — evidence that harness design now moves economics as much as model prices.
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Tools 中OpenAI 與 AWS 將 GPT-5.6 導入 Kiro：以規格驅動環境砍掉 82% 代理編碼成本
OpenAI 把整個 GPT-5.6 家族放進 AWS 的 Kiro，雙方在 Terminal-Bench 2.1 的聯合測試顯示成功任務成本降低約 82%——證據顯示框架設計對經濟效益的影響已不亞於模型定價。
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Tools ENLaude Institute Open-Sources Headlong: A Persistent AI Agent That Never Stops Thinking
A sub-10K-line Bash 'microharness' keeps an LLM in a self-guided inner-monologue loop around the clock — for $1-2 an hour — and the lab's agent Audel has already shipped 50+ commits back into the codebase.
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Tools 中Laude 研究所開源 Headlong：一個永不停止思考的持續型 AI Agent
這個不到 1 萬行 Bash 程式碼的「微型 harness」讓 LLM 全天候處於自我引導的內心獨白迴圈——每小時只要 1 到 2 美元——實驗室的 agent「Audel」已經把 50 多個 commit 貢獻回程式庫。
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Research ENSLAC's AI Compressor Shrinks Scientific Data 100x Without Losing the Details That Matter
SLAC and Stanford researchers built a neural network that compresses experimental data 10-100x while preserving the fine-grained signals science depends on — and lets scientists decompress only what they need.
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Research 中SLAC 的 AI 壓縮器：科學資料縮小 100 倍，關鍵細節一個不丟
SLAC 與史丹佛團隊打造的神經網路方法，可將實驗資料壓縮 10 至 100 倍，同時保留科學發現倚賴的細微訊號，並支援只解壓研究員需要的那一小塊資料。
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Industry ENIntel's Three-Layer Bet on Agentic AI: 256-Core Diamond Rapids, 480GB Crescent Island, and Wildcat Lake at the Edge
At Hot Chips 2026, Intel detailed a full-stack silicon strategy for agentic AI: the 256-core Diamond Rapids Xeon on 18A-P, the 480GB LPDDR5X Crescent Island inference GPU that skips HBM entirely, and Wildcat Lake — the first Intel processor to use the UCIe chiplet standard — for the edge.
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Industry 中英特爾的代理式 AI 三層布局：256 核心 Diamond Rapids、480GB Crescent Island 與邊緣端 Wildcat Lake
在 Hot Chips 2026，英特爾公開了完整的代理式 AI 矽晶片策略：採用 18A-P 製程、256 核心的 Diamond Rapids Xeon，完全捨棄 HBM、改用 480GB LPDDR5X 的 Crescent Island 推論 GPU，以及首款導入 UCIe 小晶片標準的英特爾處理器 Wildcat Lake。
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Industry ENSoftBank Turns to Japan's Retail Investors With Record ¥1 Trillion Bond to Fund Its AI Bet
SoftBank plans a record ¥1 trillion ($6.3B) retail bond sale — its third this year — priced Sept 4 at 4.3–4.9%, as banks shy away from funding its OpenAI and Stargate commitments.
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Industry 中軟銀向日本散戶釋出破紀錄的 1 兆日圓債券，為 AI 豪賭籌資
軟銀計劃發行破紀錄的 1 兆日圓（約 63 億美元）零售債券，為今年第三度發行，9 月 4 日定價、票息 4.3%–4.9%，銀行不願承接其 OpenAI 與 Stargate 相關的融資需求。
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Models ENOpenAI Retires o3 From ChatGPT Tomorrow, Closing the Book on the o-Series Era
On August 26, 2026, OpenAI pulls o3 from ChatGPT after a 90-day sunset — the last standalone reasoning model of the o-series, the model that stunned the world on ARC-AGI in 2024, disappears from the model picker.
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Models 中OpenAI 明日將 o3 從 ChatGPT 下架，為 o 系列推理模型時代畫下句點
2026 年 8 月 26 日，OpenAI 在 90 天日落期後將 o3 從 ChatGPT 除役——這款 2024 年在 ARC-AGI 測試震撼全球的最後一款獨立推理模型，即將從模型選單中消失。
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Industry ENSpaceXAI Puts NVIDIA's Vera CPU to Work — and a Vera Rubin NVL72 Is Heading to Orbit
NVIDIA says SpaceXAI will deploy Vera — the first CPU built for AI agents — across its agentic AI stack, scale Grok on Vera Rubin toward gigawatts, and fly an optimized Vera Rubin NVL72 in its first-generation Starmind AI satellite.
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Industry 中SpaceXAI 讓 NVIDIA Vera CPU 上陣——還有一套 Vera Rubin NVL72 即將升空
NVIDIA 宣布 SpaceXAI 將部署首款為 AI 代理人打造的 Vera CPU，以 Vera Rubin 平台擴展 Grok 基礎設施朝 GW 級邁進，並讓最佳化的 Vera Rubin NVL72 搭乘第一代 Starmind AI 衛星進入軌道。
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Industry ENUK Signs Landmark Deal for Access to Ukraine's Avengers AI Labs Battlefield Data
Britain becomes the first international partner to tap Ukraine's Avengers AI Labs, a vast battlefield dataset that will train AI models to protect UK bases, railways and energy infrastructure.
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Industry 中英烏簽署里程碑式 AI 協議：英國取得 Avengers AI Labs 戰場資料存取權
英國成為首個獲准存取烏克蘭 Avengers AI Labs 的國際夥伴，這座戰場資料寶庫將用於訓練 AI 模型，保護英國基地、鐵路與能源基礎設施。
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Industry ENGartner: Global Semiconductor Revenue to Hit $1.6 Trillion in 2026 as AI Reshapes the Chip Industry
Gartner's latest forecast puts 2026 semiconductor revenue at $1.6 trillion, up 92% from $809 billion in 2025, with memory climbing to 54% of the market on AI data center demand.
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Industry 中Gartner 預測:2026 年全球半導體營收將達 1.6 兆美元,AI 正重塑晶片產業
Gartner 最新預測將 2026 年半導體營收上調至 1.6 兆美元,較 2025 年的 8,090 億美元成長 92%,記憶體在 AI 資料中心需求推動下占整體市場 54%。
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Industry ENNVIDIA's Groq 3 LPX Enters Full Production: 3,400 Tokens/Sec Inference Racks Built for the Agentic Era
NVIDIA's Groq 3 LPX — the low-latency inference rack born from its $20B Groq acqui-hire — is now in full production, pairing 256 LPU accelerators with 128GB of on-chip SRAM per rack and hitting a record 3,400 output tokens/sec on Gemma 4 31B. Nebius is the first AI cloud to deploy it inside its Token Factory.
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Industry 中NVIDIA Groq 3 LPX 全面量產：為代理式 AI 時代打造的每秒 3,400 Token 推理機櫃
NVIDIA 源自 200 億美元 Groq 收購的低延遲推理機櫃 Groq 3 LPX 正式進入全面量產,每個機櫃整合 256 顆 LPU 加速器與 128GB 晶片上 SRAM,在 Gemma 4 31B 寫下每秒 3,400 token 的紀錄。Nebius 成為首家採用的 AI 雲,將部署於其 Token Factory 平台。
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Industry ENNVIDIA Sends the AI Factory to Orbit: SpaceXAI Adopts Vera CPUs and a Vera Rubin NVL72 Satellite
NVIDIA announced that SpaceXAI will deploy Vera CPUs for agentic AI workloads and base its first-generation Starmind AI satellite on an optimized Vera Rubin NVL72 — the first time a rack-scale AI factory architecture is being adapted for space.
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Industry 中NVIDIA 把 AI 工廠送上軌道：SpaceXAI 採用 Vera CPU，首款 Starmind AI 衛星將以 Vera Rubin NVL72 為基礎
NVIDIA 宣布 SpaceXAI 將部署 Vera CPU 加速代理式 AI 工作負載，並以最佳化的 Vera Rubin NVL72 系統打造第一代 Starmind AI 衛星——這是機架級 AI 工廠架構首次被搬上太空。
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Industry ENAnthropic Hires Google TPU Founder Amir Salek to Build Its Own AI Chips
Anthropic has hired Amir Salek, the engineer who co-founded Google's custom silicon program and shipped seven TPU generations, as it lays the groundwork for in-house AI chips — the strongest sign yet that the Claude maker wants to own its compute stack.
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Industry 中Anthropic 聘請 Google TPU 之父 Amir Salek,要親自下場造 AI 晶片
Anthropic 聘請了 Google 自研晶片計畫共同創辦人、七代 TPU 推手 Amir Salek,為自研 AI 晶片鋪路——這是 Claude 開發商至今最明確的訊號:它想掌控自己的運算堆疊。
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Industry ENNVIDIA's Groq 3 LPX Enters Full Production: 3,400 Tokens/sec and the Coming Disaggregation of AI Inference
At Hot Chips 2026, NVIDIA announced its Groq 3 LPX inference rack has entered full production, delivering a record 3,400 output tokens/sec on Gemma 4 31B at 100K context — with Nebius as the first cloud customer for its Token Factory and SpaceXAI standardizing on Vera CPUs.
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Industry 中NVIDIA Groq 3 LPX 進入全面量產：每秒 3,400 Token，AI 推論的解構時代來臨
NVIDIA 在 Hot Chips 2026 宣布 Groq 3 LPX 推論機架進入全面量產，在 Gemma 4 31B、100K 上下文下創下每秒 3,400 個輸出 token 的紀錄——Nebius 成為首個導入的雲端客戶，SpaceXAI 則宣布採用 Vera CPU 打造次世代 AI 架構。
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Policy ENAI Data Centers Just Hit Their Political 'Oh S--t' Moment
A leaked GOP campaign memo, a 71% opposition figure from Gallup, and a presidential pep talk all landed within one week — the AI infrastructure boom has collided with electoral politics, and the industry is panicking.
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Tools ENTrueFoundry Open-Sources TrueForge: A Vendor-Neutral Agent Harness That Undercuts Claude Managed Agents by Up to 75%
MIT-licensed agent harness matches Claude Managed Agents' accuracy at 30-75% lower cost, and a $10,000 hackathon kicks off today.
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Tools 中TrueFoundry 開源 TrueForge：中立廠商 Agent Harness，成本最多比 Claude Managed Agents 低 75%
MIT 授權的 agent harness 以相同準確率、最多便宜 75% 的姿態挑戰 Claude Managed Agents，萬美元黑客松今天登場。
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Tools ENCloudflare Is Building the Web for Agents: A Browser, a Wallet, and a Payment Rail
Kitesurf, Cloudflare Wallets, and the x402 protocol give AI agents their own browser, identity, and money — while new rankings crown Claude Code the top agent harness.
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Tools 中Cloudflare 正在為 AI 代理打造新網路：瀏覽器、錢包與支付軌道
Kitesurf 瀏覽器、Cloudflare Wallets 與 x402 協定讓 AI 代理擁有自己的身分與支付能力，而最新排行則由 Claude Code 奪下代理框架之首。
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Industry ENAI Became AI's Biggest Customer: Agent Token Use Up 14x on OpenRouter Since February
OpenRouter data suggests February 6, 2026 was the last day humans out-consumed AI agents. Agent token usage has since grown 14x to 7.3 trillion tokens weekly — nearly 5x human levels — and cache economics are quietly rewriting the bill.
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Industry 中AI 成了 AI 最大的客戶：OpenRouter 上代理權杖用量半年暴增 14 倍
OpenRouter 數據顯示，2026 年 2 月 6 日可能是人類最後一次在權杖消耗量上超過 AI 代理。半年來代理用量暴增 14 倍至每週 7.3 兆權杖——約人類的 5 倍——而快取經濟學正在悄悄改寫帳單。
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Industry ENAlibaba Raises $10 Billion in Share Sale, Earmarks Every Dollar for AI
Alibaba priced an HK$80 billion (~US$10.1B) Hong Kong share placement at HK$112.70, pledging 100% of proceeds to its global AI push after profit fell 75% on surging infrastructure spend.
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Industry 中阿里巴巴 80 億港元配股募資，全數投入 AI 戰場
阿里巴巴以每股 112.7 港元配售 7.1 億股新股，募資約 101 億美元，並承諾將淨收益 100% 用於擴展全球 AI 業務，背後是季度獲利暴跌 75% 的基礎建設燒錢競賽。
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Models ENAlibaba Officially Launches Wan3.0, a Document-to-Video AI Model, One Day After Its Record $10 Billion Share Sale
Alibaba Cloud's Wan3.0 turns decks, spreadsheets and web pages into 30-second videos — and lands just as the company raises a record HK$80 billion to fund its AI buildout.
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Models 中阿里巴巴正式發布 Wan3.0 文件生影片模型，前一天才完成破紀錄 100 億美元增資
阿里雲 Wan3.0 能把簡報、試算表與網頁直接變成 30 秒影片——就在公司以破紀錄的 800 億港元增資挹注 AI 建設之際正式上線。
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Industry ENAT&T Cut Its AI Bill 56% With a Router: The Quiet Rise of Enterprise 'Tokenomics'
By routing easy queries to Llama and Gemma, AT&T cut some coding-task costs 56% at a 2% quality cost — and now wants 60-70% of its 45 billion daily tokens on open models.
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Industry 中AT&T 用一台路由器砍掉 56% AI 帳單：企業「Token 經濟學」的寧靜崛起
AT&T 透過把簡單查詢導向 Llama 與 Gemma，讓部分程式任務成本降低 56%、品質只掉 2%——下一步要讓每日 450 億 token 的六到七成跑在開源模型上。
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Industry ENTesla Sets September 3 for Cybercab Launch in Austin: The Steering Wheel-Free Robotaxi Goes Commercial
Tesla has sent invitations for a September 3 Cybercab launch event in Austin — the first commercial outing for its purpose-built robotaxi with no steering wheel or pedals, as Nevada approvals and a Waymo gap loom large.
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Industry 中Tesla 確定 9 月 3 日於奧斯汀發表 Cybercab：無方向盤機器計程車正式商轉
Tesla 已發出 9 月 3 日奧斯汀 Cybercab 發表會邀請函——這款無方向盤、無踏板的專屬機器計程車將首度商業亮相，而內華達監管許可與 Waymo 的巨大差距同時籠罩著這場發表。
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Industry ENThe Frontier Price War: OpenAI and Anthropic Slash Prices as Chinese Open-Weight Models Close In
OpenAI cut GPT-5.6 Luna by 80% and Anthropic locked Sonnet 5 at $2/$10 permanently — the fiercest frontier pricing battle yet, triggered by Chinese open-weight rivals like Kimi K3.
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Industry 中前沿模型價格戰開打：OpenAI 與 Anthropic 大幅降價，中國開源開放權重模型步步進逼
OpenAI 將 GPT-5.6 Luna 降價 80%，Anthropic 把 Sonnet 5 永久鎖定在 $2/$10——這場由 Kimi K3 等中國開放權重模型引發的前沿定價大戰，是史上最激烈的一次。
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Industry ENCerebras CS-4: 30x Faster AI Inference From Three Overclocked Wafers and a Reinvented Rack
Cerebras unveiled the CS-4, a rack-scale AI accelerator built from three overclocked WSE-3 Turbo wafer-scale processors on its new modular Nexus platform — claiming up to 30x faster inference than GPU systems, 1,000+ tokens/sec on 10T-parameter models, and native support for disaggregated inference with AMD Helios and AWS Trainium handling prefill.
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Industry 中Cerebras CS-4:三片超頻晶圓與重新發明的機架,帶來 30 倍速 AI 推論
Cerebras 發表 CS-4 機架級 AI 加速器,以三顆超頻版 WSE-3 Turbo 晶圓級處理器搭配全新模組化 Nexus 平台,號稱推論速度最快達 GPU 系統的 30 倍、10 兆參數模型可跑出每秒 1,000+ token,並原生支援與 AMD Helios、AWS Trainium 協作的分解式推論架構。
- Tools EN
IBM Serves Up AI at the 2026 US Open: Serve Quality, Key Moments, and a Smarter Match Chat
IBM and the USTA unveiled three new AI features for the 2026 US Open, including biomechanical serve analysis that tracks 21 body points 50 times per second.
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Industry ENNvidia's $92 Billion Question: What to Watch at Q2 FY2027 Earnings on August 26
Wall Street expects roughly $92 billion in revenue when Nvidia reports fiscal Q2 2027 results on Wednesday, with Blackwell demand, the Rubin roadmap, and AI capex endurance all in focus.
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Industry 中輝達的 920 億美元考題：8 月 26 日財報的五個觀察重點
輝達將於週三美股收盤後公布 2027 財年第二季財報，市場共識營收約 920 億美元，Blackwell 需求、Rubin 路線圖與 AI 資本支出的持續性是三大焦點。
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Industry ENHugging Face Is Exploring a $13 Billion Sale — and the Whole AI Stack Suddenly Has a Price Tag
Business Insider reports the open-source AI hub is working with a bank to field acquisition interest at $13B+ — nearly triple its 2023 valuation. Who buys the neutral ground of the AI economy?
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Industry 中Hugging Face 傳探索 130 億美元出售——AI 開源生態的「中立地基」突然被標了價
Business Insider 獨家報導：開源 AI 平台 Hugging Face 正與銀行合作評估收購意向，估值至少 130 億美元，是 2023 年的三倍。誰能買下 AI 經濟的中立地帶？
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Industry ENNvidia to Raise AI Server Prices Up to 17% as Memory Costs Explode
Server makers have told customers that Grace Blackwell 300 and Vera Rubin 200 systems will cost up to 17% more from early 2027, as the AI-driven memory shortage turns DRAM and HBM into the industry's most expensive components.
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Industry 中記憶體成本暴漲，Nvidia AI 伺服器最多將漲價 17%
伺服器廠商已通知客戶，Grace Blackwell 300 與 Vera Rubin 200 系統自 2027 年初起最高漲價 17%——AI 掀起的記憶體超級週期，正讓 DRAM 與 HBM 成為整個產業最昂貴的零組件。
- Industry EN
Nscale Targets $3 Billion US IPO as AI Data Center Gold Rush Goes Public
London-based AI cloud firm Nscale is working with Goldman Sachs and JPMorgan on a US IPO seeking up to $3 billion, betting $51 billion in contracted revenue can win over public markets.
- Industry 中
Nscale 目標 30 億美元美國 IPO,AI 資料中心淘金熱走向公開市場
倫敦 AI 雲端公司 Nscale 正與高盛、摩根大通籌備最高 30 億美元的美國 IPO,押注 510 億美元的合約營收能贏得公開市場青睞。
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Industry ENAlibaba Raises $10.2 Billion in Record Hong Kong Share Sale — Every Dollar Earmarked for AI
Alibaba launched a HK$80 billion ($10.2B) Hong Kong share placement on Sunday, pledging 100% of net proceeds to its full-stack AI buildout — the latest escalation in the global AI capex race.
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Industry 中阿里巴巴香港史上最大規模配股募資 102 億美元，全數投入 AI
阿里巴巴週日在香港啟動 800 億港元（102 億美元）配股，承諾淨所得 100% 投入全端 AI 布局——這是全球 AI 資本競賽的最新升級。
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Industry ENCodex Hits 20 Million Users While Quotas Mysteriously Drain
OpenAI celebrated Codex crossing 20M active users with free usage resets — hours after its engineering lead blamed 'sub2api' for a wave of quota-drain complaints that developers say doesn't add up.
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Industry 中Codex 突破 2 千萬用戶，配額卻離奇流失
OpenAI 以免費用量重置慶祝 Codex 跨越 2 千萬活躍用戶——就在幾小時前，工程負責人才把配額流失潮歸咎於「sub2api」，開發者群起反駁。
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Industry ENThe 2026 AI Price War Splits in Two: OpenAI Cuts Sol, DeepSeek Raises Prices
OpenAI slashed GPT-5.6 Sol by 20% while DeepSeek hiked V4-Pro up to 11x — the AI pricing war is now moving in opposite directions at once.
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Industry 中2026 AI 價格戰分裂：OpenAI 降價、DeepSeek 漲價，市場走向兩個方向
OpenAI 將 GPT-5.6 Sol 降價超過 20%，DeepSeek 卻將 V4-Pro 調漲最高 11 倍——AI 定價戰首次同時朝兩個相反方向移動。
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Industry ENNvidia Pays $6 Billion to License Poolside's Model Factory
Nvidia licenses Poolside's model-building software for $6B, hires 109 staff, and invests $1B in what remains — the third 'license-not-acquire' mega-deal reshaping how big tech absorbs AI startups.
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Industry 中輝達斥資 60 億美元授權 Poolside 的「模型工廠」
輝達以 60 億美元取得 Poolside 模型訓練軟體授權、吸納 109 名員工，並投資 10 億美元於剩餘公司——這是第三筆「授權而不收購」的巨額交易，正在改寫大型科技吸收 AI 新創的遊戲規則。
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Industry ENNot a Blank Cheque: The $220 Billion AI Debt Wave Meets Bond-Market Fatigue
AI hyperscalers have issued $220 billion of bonds in 2026 — up from $12.5 billion a year earlier — and bond buyers are now demanding fatter concessions, with tech spreads flipping above the broader market for the first time in years.
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Industry 中這不再是空白支票：2,200 億美元 AI 債券洪流撞上債市疲勞
AI 超大規模雲端業者 2026 年已發行 2,200 億美元債券——一年前同期僅 125 億美元——債券買家開始要求更高的補償，科技債利差更數年來首次翻轉至高於整體投資級市場。
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Tools ENThe Retrieval Layer Beat the Models: Pinecone Nexus Takes Top Score on τ-Knowledge
Same frontier models, different knowledge layer, better result: Pinecone Nexus hit GA and took the top score on Sierra's τ-Knowledge benchmark, beating agents built on OpenAI, Anthropic and Google.
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Tools 中檢索層擊敗了模型：Pinecone Nexus 在 τ-Knowledge 基準測試奪下最高分
同樣的前沿模型、不同的知識層、更好的成績：Pinecone Nexus 正式版上市後，在 Sierra 的 τ-Knowledge 企業知識基準測試拿下最高分，擊敗了基於 OpenAI、Anthropic 與 Google 前沿模型打造的代理。
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Industry ENStripe Buys OpenRouter for $7.5B: The Deal That Fuses AI Routing With Payments
Stripe's $7.5 billion acquisition of OpenRouter puts the AI model gateway — 400+ models, 80+ providers, a quadrillion tokens a year — inside the payments giant, betting that token routing becomes the next transaction rail.
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Industry 中Stripe 以 75 億美元收購 OpenRouter：AI 模型路由與支付體系的世紀合流
Stripe 以 75 億美元收購 AI 模型閘道 OpenRouter——串接 400+ 模型、80+ 供應商、每年路由超過千兆 token——押注 token 路由將成為下一代交易軌道。
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Industry ENNvidia Buys Into the Ground Floor: Minority Stake in Power-Site Developer Cloverleaf
Nvidia made a minority investment in Cloverleaf Infrastructure, the two-year-old developer that has already sold 7+ gigawatts of powered land — extending its reach from chips all the way down to dirt, power and water rights.
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Industry 中Nvidia 買下最底層：入股電力選址開發商 Cloverleaf
Nvidia 宣布對 Cloverleaf Infrastructure 進行少數股權投資。這家成立僅兩年的公司已售出超過 7 GW 的「帶電土地」——Nvidia 的勢力範圍正從晶片一路延伸到土地、電力與水權。
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Industry ENNvidia Tells Its Biggest Customers: AI Servers Will Cost 15%+ More Next Year
Bloomberg reports Nvidia's largest customers have been warned that AI servers — including Vera Rubin and Grace Blackwell systems — will cost more than 15% extra when they ship in early 2027, as soaring memory prices rewrite the economics of the AI buildout.
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Industry 中Nvidia 告訴最大客戶：明年起 AI 伺服器將漲價超過 15%
彭博報導，Nvidia 已通知最大客戶：搭載 Vera Rubin 與 Grace Blackwell 平台的 AI 伺服器，明年初出貨時價格將上漲超過 15%，記憶體成本飆漲正在改寫 AI 建置的經濟學。
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Industry ENTerraPower's Natrium Reactor Has a Secret Weapon for AI Data Centers: A Giant Vat of Molten Salt
Bill Gates-founded TerraPower plans to announce its first data center project this year, betting that the Natrium reactor's molten salt energy storage — not raw nuclear output — is what AI-hungry grids actually need.
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Industry 中TerraPower 的 Natrium 反應爐握有供電 AI 資料中心的秘密武器：一大桶熔鹽
比爾·蓋茲創辦的 TerraPower 今年將宣布首座資料中心專案，押注 Natrium 反應爐的熔鹽儲能——而非核電的原始輸出——才是 AI 時代電網真正需要的東西。
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Meta ENUlanqab: The Unlikely Inner Mongolian City at the Center of China's AI Boom
Nearly 100 data centers, 12.5 GW of committed capacity, and the world's largest single AI computing building — how a grassland city two hours from Beijing became China's AI data-center capital.
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Meta 中烏蘭察布：中國 AI 熱潮核心的內蒙古小城
近百座資料中心、12.5 GW 已承諾的電力容量、全球最大單體 AI 算力大樓——距北京兩小時車程的草原城市，如何成為中國的 AI 資料中心之都。
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Industry ENEtched Doubles to $21B as Jane Street Bets on Transformer-Only Silicon
The AI chip startup's valuation more than doubled in under a month as quant giant Jane Street led a $700M round — and became Sohu's first customer.
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Industry 中Etched 估值一個月翻倍至 210 億美元，Jane Street 領投並成為首位客戶
這家只做 Transformer 推論晶片的新創，以不到一個月的時間讓估值翻倍；量化巨頭 Jane Street 領投 7 億美元，同時採用其 Sohu 晶片。
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Tools ENMCP's Next Act: Agentic Messaging, Agent Identity, and One HTTP Transport
The Model Context Protocol's lead maintainers published a new roadmap on August 22, 2026, reorienting the spec around agent-native messaging, unified HTTP transport, and standardized agent identity — the plumbing the agentic web will run on.
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Tools 中MCP 的下一步：代理式訊息傳遞、Agent 身分識別，與單一 HTTP 傳輸層
Model Context Protocol 首席維護者於 2026 年 8 月 22 日發布全新路線圖，將規格重心轉向代理原生訊息傳遞、統一 HTTP 傳輸與標準化 Agent 身分——這是代理式網路未來賴以運作的基礎管線。
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Industry ENBroadcom's $80 Billion Gamble: The Biggest AI Debt Deal Ever Is Being Built for Anthropic's Chips
Broadcom is in talks to raise $70-80 billion in debt — potentially $100 billion — through a special-purpose vehicle to bankroll custom AI chips for Anthropic and other customers, in what would be the largest single AI financing ever attempted.
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Industry 中Broadcom 的 800 億美元豪賭：史上最大 AI 債務交易，為 Anthropic 的晶片而生
Broadcom 正洽談透過特殊目的載具募集 700 至 800 億美元債務（總規模可能逼近 1,000 億美元），為 Anthropic 等客戶的訂製 AI 晶片提供資金——這將是 AI 產業史上最大規模的單一融資案。
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Industry ENMicron Bets $10 Billion on a Decade of Post-DRAM Research in Boise
Micron Research Labs will chase memory, compute, and packaging breakthroughs a decade out — the first US hub of its kind, backed by everyone from NVIDIA to Stanford.
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Policy ENTalon Synapse Is Live: US and UAE Launch the World's First Bilateral Military AI Task Force
The UAE confirmed on Friday that Task Force Talon Synapse has formally launched in Abu Dhabi — roughly 20 American and Emirati AI, data, and cybersecurity specialists working side by side in a standing unit that grew out of five years of joint unmanned-systems experiments at sea.
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Policy 中Talon Synapse 正式啟動：美國與 UAE 成立全球首支雙邊軍事 AI 特遣部隊
UAE 週五證實 Task Force Talon Synapse 已在阿布達比正式成軍——約 20 名美籍與 Emirati 的 AI、數據與網安專家在同一編制內並肩工作，這支部隊源自雙方在海上長達五年的無人系統聯合實驗。
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Industry ENFrom $10B to $21B in a Month: Jane Street Leads $700M Bet on Etched's Transformer-Only Silicon
AI chip startup Etched more than doubled its valuation to $21 billion in under a month after quant giant Jane Street installed its first inference cluster and was impressed enough to lead a $700 million round — the fastest re-rating of any chip startup this cycle.
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Industry 中一個月從 100 億變 210 億美元：Jane Street 領投 7 億美元，豪賭 Etched 的純 Transformer 晶片
AI 晶片新創 Etched 在不到一個月內將估值從 103 億美元翻倍至 210 億美元——因為量化巨頭 Jane Street 先實際安裝了它的首套推理叢集、驗證效果後，才領投這輪 7 億美元融資。
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Policy ENPick a Side: US Drafts Ultimatum Telling Allies They Cannot Join Both Pax Silica and China's AI Bloc
A draft US letter to the 35 signatories of the AI Opportunity Statement warns that members of the Pax Silica coalition cannot also join China's rival WAICO framework — an ultimatum triggered by Kazakhstan, the only country so far to join both.
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Policy 中選邊站：美國起草最後通牒，要求盟友不得同時加入 Pax Silica 與中國 AI 陣營
美國國務院起草的信函草案警告《AI 機會宣言》35 個簽署國：加入 Pax Silica 聯盟就不得同時加入中國的 WAICO 框架。促成這道最後通牒的，是目前唯一同時加入兩個陣營的哈薩克。
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Industry ENAmazon Quietly Hikes Echo, Kindle, and Fire TV Prices — the AI Memory Squeeze Reaches Your Living Room
Amazon overnight raised prices across Echo, Kindle, Fire TV, and eero hardware, citing 'significant increases in memory and storage component costs' — the clearest sign yet that the AI data-center buildout is now taxing ordinary consumer electronics.
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Industry ENNevada Greenlights 8,000 Robotaxis: Tesla, Waymo, and Uber Get the Largest US Autonomous Deployment Ever Approved
The Nevada Transportation Authority unanimously approved permits for up to 8,000 commercial robotaxis in Clark County — Tesla alone gets 5,000 — making Las Vegas the biggest autonomous vehicle battleground in America.
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Industry 中內華達核准 8,000 輛自駕計程車：Tesla、Waymo 與 Uber 拿下美國史上最大規模自駕部署許可
內華達州運輸管理局一致通過克拉克郡多達 8,000 輛商業自駕計程車的營運許可——光 Tesla 就獨得 5,000 輛配額，拉斯維加斯正式成為全美最大的自駕車決戰之地。
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Industry ENThe Billable Hour Breaks: AI Rewrites India's $315 Billion IT Outsourcing Contracts
Reuters investigation: clients demand identical work for 25-30% less, 80% of TCS business-services contracts are now outcome-based, and Nifty IT has lost $73 billion this year — as AI levels the playing field for smaller rivals.
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Industry 中計費小時的終結：AI 正在改寫印度 3,150 億美元 IT 外包產業的合約
路透社調查報導:客戶要求同樣的工作降價 25-30%、TCS 企業服務合約已有 80% 改為成果計價、Nifty IT 指數今年蒸發 730 億美元市值——AI 同時也抹平了大小廠商之間的競爭差距。
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Tools ENGoogle Antigravity Remote Control: Your Coding Agent, Untethered
Google ships Remote Control for Antigravity 2.0 — drive long-running coding agent sessions across all your machines from any web browser, with push notifications when the agent needs you.
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Tools 中Google Antigravity Remote Control：讓你的編程 Agent 掙脫桌面束縛
Google 為 Antigravity 2.0 推出 Remote Control——從任何瀏覽器就能遠端操控跨多台機器的長時間編程 Agent 任務，並在 Agent 需要你時主動推播通知。
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Models ENGrok 4.6 Lands on Google's Enterprise Agent Platform: xAI's Flagship Now Sits in Every Major Cloud
xAI's Grok 4.6 is now available on Google's Gemini Enterprise Agent Platform (formerly Vertex AI) at $2/M input and $6/M output tokens — its second hyperscaler landing in three days, following Amazon Bedrock.
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Models 中Grok 4.6 登上 Google 企業代理平台：xAI 旗艦模型已進駐所有主要雲端
xAI 的 Grok 4.6 現已於 Google 的 Gemini Enterprise Agent Platform（前身為 Vertex AI）上架，輸入每百萬 token 2 美元、輸出 6 美元——這是繼 Amazon Bedrock 之後，三天內第二座超大規模雲端平台。
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Models ENOpenAI Cuts GPT-5.6 Sol API Prices Over 20% as Price War Reaches the Frontier
OpenAI dropped its frontier GPT-5.6 Sol model from $5/$30 to $4/$20 per million tokens — a 20-33% cut — for the next three months, as competition from Anthropic and Chinese AI models forces the first frontier-tier price reduction of the GPT-5.6 era.
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Models 中OpenAI 大砍 GPT-5.6 Sol API 价格逾 20%，價格戰燒到旗艦模型
OpenAI 將旗艦模型 GPT-5.6 Sol 的開發者價格從每百萬 token 5/30 美元降至 4/20 美元（降幅 20-33%），為期三個月——在 Anthropic 與中國模型的夾擊下，GPT-5.6 時代首次出現旗艦級降價。
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Policy ENChina Is Quietly Throttling Germanium and Quartz Exports to Taiwan
Nikkei reveals Chinese customs is slow-walking germanium, quartz and magnet shipments to Taiwan — a materials squeeze one layer above the chip fabs that feed the world's AI accelerators.
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Industry ENAnthropic Hires the Founder of Google's TPU as It Lays the Groundwork for Its Own Chips
Bloomberg reports Anthropic has hired Amir Salek, who founded Google's TPU program in 2013 and ran it until 2022, to join its compute team — the clearest signal yet that the Claude maker intends to design its own AI silicon.
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Industry 中Anthropic 聘請 Google TPU 之父，為自研晶片鋪路
根據 Bloomberg 報導，Anthropic 已聘請 2013 年為 Google 創立 TPU 計畫、並領導該業務至 2022 年的 Amir Salek 加入其運算團隊——這是這家 Claude 開發商有意自研 AI 晶片迄今最明確的訊號。
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Industry ENNvidia Pays Poolside $6 Billion to License Its 'Model Factory' — the Third Mega-Deal in Its New Playbook
Nvidia licensed Poolside's Model Factory for $6B, hired 109 staff, and invested $1B at a $12B valuation — without buying the company. It's the third deal built on this exact template.
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Industry 中Nvidia 斥資 60 億美元取得 Poolside「模型工廠」授權——新版交易模板的第三案
Nvidia 以 60 億美元授權 Poolside 的 Model Factory、延攬 109 名員工，並以 120 億美元估值投資 10 億美元——卻沒有買下這家公司。這已是同一套劇本的第三次演出。
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Policy ENSwiss National Bank Warns AI Could Push Up Inflation — Before Pushing It Back Down
SNB Governing Board member Petra Tschudin says artificial intelligence could lift inflation in the short term through booming investment and energy demand, even as it boosts productivity later.
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Policy 中瑞士央行警示：AI 可能先推升通膨，然後再把它壓下來
瑞士央行理事 Petra Tschudin 表示，人工智慧短期內可能透過投資熱潮與能源需求推升物價，儘管長期而言仍有望帶來生產力紅利。
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Policy ENOpenAI's Private Safety Processing: Catching AI Misuse Without Storing Your Data
OpenAI's new Private Safety Processing promises enterprise customers true Zero Data Retention on frontier models while still detecting misuse patterns — a direct shot at Anthropic, whose top models require 30-day retention. Privacy becomes the new enterprise AI battleground.
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Policy 中OpenAI Private Safety Processing：不儲存你的資料，也能抓出 AI 濫用
OpenAI 全新的 Private Safety Processing 讓企業客戶在前沿模型上享有真正的零資料保留（ZDR），同時仍能偵測跨對話的濫用模式——直接挑戰 Anthropic 頂級模型需保留資料 30 天的政策。隱私成為企業 AI 市場的新戰場。
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Industry ENAI Training Data Gold Rush: Micro1 Hits $500M Gross Run Rate in Eight Months
Micro1 grew from $100M to $500M gross annual run rate in eight months as demand for expert human training data from AI labs shows no sign of slowing.
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Industry ENCensus Bureau Puts a Number on AI at Work: 55% Use It, a Third Save 1–2 Hours per Task
The U.S. Census Bureau's March 2026 HTOPS survey delivers the first large-scale government measurement of workplace AI: 55% of U.S. workers used AI on the job, but time savings are modest and unevenly distributed.
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Industry 中美國普查局首次量化職場 AI：55% 勞工已在用，三分之一每項工作省下 1–2 小時
美國普查局 2026 年 3 月 HTOPS 調查交付了首份大規模政府級職場 AI 測量：55% 美國勞工已在工作中使用 AI，但時間節省幅度溫和、且分布極不均勻。
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Industry ENStarcloud Raises $250 Million as Launch Scarcity Reshapes the Orbital Data Center Race
The orbital AI compute startup has added a $250 million extension to its Series A at a $2.3 billion valuation, with Nvidia and Cisco backing a plan to beat a looming launch-capacity crunch.
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Industry 中發射稀缺重塑軌道資料中心競賽，Starcloud 再籌 2.5 億美元
軌道 AI 運算新創 Starcloud 以 23 億美元估值完成 2.5 億美元 A 輪延伸融資，Nvidia 與 Cisco 參投，目標是在發射運能緊縮來臨前鎖定火箭席位。
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Policy ENFive US Agencies Warn: Hackers Are Using AI-Generated Scripts to Attack Water Plant Controllers
NSA, CISA, FBI, DOE and EPA issued a rare joint advisory warning of an 'active threat' — attackers using AI-generated exploit scripts disguised as monitoring tools to target Siemens S7 PLCs running American water and industrial systems.
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Policy 中美國五大局聯合警告：駭客正利用 AI 生成的攻擊腳本入侵自來水廠控制器
NSA、CISA、FBI、能源部與環保署發布罕見聯合通告，警告「活性威脅」——攻擊者以偽裝成監控軟體的 AI 生成攻擊腳本，鎖定美國自來水與工業系統中的西門子 S7 系列 PLC。
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Policy ENBrazil Splits $444M AI Supercomputer Bet Between US and China
Brazil announced 2.3 billion reais in AI infrastructure — an Nvidia-expected national supercomputer in Rio Grande do Norte and a Huawei-iFlytek LLM cluster in Rio — hedging between both superpowers.
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Policy 中巴西 4.44 億美元 AI 豪賭：超級電腦一半給美國、一半給中國
巴西宣布投入 23 億里爾建設 AI 基礎設施——北里奧格蘭德的美系國家超級電腦加上里約的華為・科大訊飛 LLM 叢集——在兩強之間兩邊下注。
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Industry ENGoogle Hands Marvell a $12.2 Billion Warrant — and Reshapes the Custom Silicon Chessboard
Google struck a sweeping custom-chip agreement with Marvell covering AI inference accelerators and TPU-adjacent silicon — and granted the search giant warrants to buy up to $12.2 billion in Marvell stock, the boldest supplier-financing move yet in the AI chip wars.
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Industry 中Google 交付 Marvell 122 億美元認股權——重新改寫客製晶片棋局
Google 與 Marvell 簽署涵蓋 AI 推論加速器與 TPU 周邊矽晶片的客製晶片大單，並授予 Google 最高 122 億美元的 Marvell 認股權——這是 AI 晶片戰爭至今最大膽的供應商綁定手法。
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Tools ENWaymo Opens the Trunk: Custom 5nm ASIC Pushes Robotaxi Brain Past 1,000 TOPS
Waymo has revealed its in-vehicle compute architecture for the first time — a purpose-built 5nm ASIC delivering 1,000+ TOPS for front-end sensor processing, flanked by a seven-supplier list and a dual-redundant design.
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Industry ENBroadcom Lines Up a $100 Billion AI Debt Machine — and Anthropic Is the First Customer
Broadcom is in talks to raise more than $60 billion in debt for an AI chip financing deal benefiting Anthropic — a senior tranche of $60–70 billion plus $30 billion in junior debt that could push the total toward $100 billion.
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Industry 中博通集結千億美元 AI 債務機器——Anthropic 是第一位客戶
博通正洽談募集超過 600 億美元債務，用於一項讓 Anthropic 受惠的 AI 晶片融資計畫——600 至 700 億美元優先順位債券加上 300 億美元次順位債券，總規模可能直逼 1,000 億美元。
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Industry ENThe $3 Trillion Blind Spot: WSJ Exposes Big Tech's Hidden AI Debt Machine
A Wall Street Journal analysis of filing footnotes finds nine US tech giants carrying roughly $3 trillion in off-balance-sheet AI commitments — five times their reported capex — via non-cancellable chip purchase contracts and lease structures that keep data-center debt off the books.
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Industry 中三兆美元的盲點:《華爾街日報》揭露科技巨頭的隱形 AI 債務機器
《華爾街日報》分析財報附註發現,九家美國科技公司透過不可取消的晶片採購合約與租賃結構,在資產負債表外累積了約 3 兆美元的 AI 相關承諾——是帳面資本支出的五倍。
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Industry ENAlibaba's $10 Billion AI Gamble: Profit Crashes 75% as Cloud Surges 45%
Alibaba's June-quarter net income collapsed 75% to $1.6B as AI capex hit RMB 67.7B — but cloud revenue accelerated to 45% growth, the fastest in years, making Alibaba the clearest test yet of whether AI infrastructure spending pays off.
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Industry 中阿里巴巴的千億美元 AI 豪賭：雲端飆速成長 45%，獲利卻暴跌 75%
阿里巴巴 6 月季度淨利潤暴跌 75% 至 16 億美元，AI 資本支出高達 677 億人民幣——但雲端營收加速成長 45%，創多年新高。阿里正成為「AI 基礎設施投資究竟值不值得」這一問題最清晰的現實測試案例。
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Industry ENAI Kills the Billable Hour: India's $315B IT Industry Rewrites Its Contracts
TCS now bases 80% of its business-services contracts on outcomes, clients demand 25-30% price cuts, and the Nifty IT index has lost $73B this year — Reuters' deep dive shows how AI is dismantling India's outsourcing model from the inside.
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Industry 中AI 終結計費工時：印度 3150 億美元 IT 產業重寫合約規則
TCS 旗下 80% 的商業服務合約已改按成果計費，客戶要求 25-30% 的降價，Nifty IT 指數今年已蒸發 730 億美元市值——路透深度報導揭露 AI 如何從內部瓦解印度外包模式。
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Industry ENAlibaba's Profit Plunges 75% as AI Capex Hits $9.5 Billion a Quarter
Alibaba's cloud growth hit a 22-quarter high, but quarterly net income collapsed 75% to $1.6B as AI capex neared $10B — the sharpest picture yet of the industry's build-now-profit-later wager.
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Industry 中阿里巴巴淨利暴跌 75%：單季 AI 資本支出逼近 95 億美元
阿里巴巴雲端營收創 22 季新高，但單季淨利暴跌 75% 至 16 億美元，AI 資本支出逼近 100 億美元——這是 AI 產業「先建設、後獲利」豪賭最清晰的一次曝光。
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Tools ENGoogle Bundles Antigravity Into Gemini Enterprise: Agentic Coding Goes Corporate
Google is folding its Antigravity agentic coding platform into Gemini Enterprise subscriptions, with new IDE extensions for VS Code, JetBrains, and Zed plus pooled token quotas, spend caps, and audit logging for corporate IT.
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Tools 中Google 將 Antigravity 併入 Gemini Enterprise：代理式編程正式進軍企業市場
Google 宣布將 Antigravity 代理式編程平台納入 Gemini Enterprise 訂閱，新增 VS Code、JetBrains 與 Zed 的 IDE 擴充套件，並內建共享 token 額度、支出上限與稽核日誌等企業級管控。
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Policy ENPennsylvania Signs 'Nation's Strictest' Guardrails on AI Data Centers
Governor Josh Shapiro's Executive Order 2026-05 pulls AI data centers out of fast-track permitting, bans NDAs, and forces developers to pay their own infrastructure costs.
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Policy 中賓州簽署「全美最嚴格」AI 資料中心監管命令
州長 Josh Shapiro 的 2026-05 號行政命令將 AI 資料中心移出快速審查程序、禁止保密協議，並要求開發商自行負擔全部電網基礎設施成本。
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Industry ENNevada Greenlights 8,000 Robotaxis: Tesla, Uber, and Waymo All Win Commercial Permits for Las Vegas
The Nevada Transportation Authority unanimously approved commercial robotaxi permits for Tesla (up to 5,000 vehicles), Uber (1,000), and Waymo (1,000) in Clark County — setting the stage for Las Vegas to become the world's most contested robotaxi market.
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Industry 中內華達州一次放行 8,000 輛自駕計程車：Tesla、Uber、Waymo 同獲拉斯維加斯商業營運許可
內華達州運輸管理局無異議通過 Tesla（上限 5,000 輛）、Uber（1,000 輛）與 Waymo（1,000 輛）的商業自駕計程車許可，未來 12 個月克拉克郡最多可部署 8,000 輛自駕車，拉斯維加斯將成為全球競爭最激烈的自駕計程車戰場。
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Research ENOpenBMB Open-Sources Ultra-FineWeb-L1: 1.3T Tokens of 2025 Web Data Under Apache 2.0
OpenBMB releases Ultra-FineWeb-L1, a 1.3-trillion-token English web corpus built from six 2025 Common Crawl snapshots — the freshest open pretraining dataset to date, beating FineWeb by 0.6 points in ablation runs.
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Research 中OpenBMB 開源 Ultra-FineWeb-L1：1.3 兆 Token 的 2025 年網頁語料，Apache 2.0 授權釋出
OpenBMB 發布 Ultra-FineWeb-L1——以六個 2025 年 Common Crawl 快照構建的 1.3 兆 token 英文網頁語料庫，是迄今涵蓋最新爬取快照的開源預訓練資料集，消融實驗中較 FineWeb 高出 0.6 分。
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Industry ENAlation Confirms Cyberattack: Why Hackers Are Now Targeting the Metadata Layer
Data catalog giant Alation — which counts roughly half of the Fortune 1000 as customers — confirmed a cyberattack on August 20, days after a mysterious availability incident. The breach shines a light on a blind spot: metadata is now attack surface.
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Industry 中Alation 證實遭網路攻擊:為什麼駭客開始鎖定「元資料層」
企業資料目錄巨頭 Alation——客戶涵蓋近半數《財星》1000 大企業——於 8 月 20 日證實遭受網路攻擊,距離一場原因不明的服務中斷僅隔兩天。這起入侵事件照亮了一個安全盲點:元資料本身已成為攻擊面。
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Industry ENCallosum Raises $100M Seed to Route AI Workloads Across Mixed Chips — With the British State on the Cap Table
Cambridge spinout Callosum landed one of Europe's largest-ever seed rounds — $100M led by Atomico, with the UK's Sovereign AI Unit on the cap table — to build chip-agnostic orchestration software that claims 4x speed and 70% cost savings on agentic workloads.
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Industry 中Callosum 完成 1 億美元種子輪：讓 AI 工作負載跨晶片調度，英國政府直接入股
劍橋大學新創 Callosum 拿下歐洲史上最大種子輪之一——由 Atomico 領投的 1 億美元，英國主權 AI 基金也名列股東——其晶片無關的編排軟體宣稱在代理式工作負載上可帶來 4 倍速度與 70% 成本節省。
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Industry ENAlibaba's AI Gamble: Profit Crashes 75% as Cloud Revenue Rockets 45%
Alibaba's June quarter shows the brutal economics of the AI buildout: cloud revenue up 45%, profit down 75%, capex up 75% to $10B a quarter — and the market cheered anyway.
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Industry 中阿里巴巴的 AI 豪賭：雲端營收暴增 45%，獲利卻崩跌 75%
阿里巴巴 2026 年 6 月季度財報揭示了 AI 建軍的殘酷經濟學：雲端營收年增 45%、獲利大減 75%、單季資本支出暴增 75% 至 100 億美元——而市場竟然拍手叫好。
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Tools ENSnowflake's Cortex AI Gateway Now Picks Your Model for You — and Cuts Token Spend Up to 3x
Snowflake's dynamic model routing auto-selects the cheapest model that clears the quality bar, adding DeepSeek-V4-Flash and GLM-5.3 while keeping data governed.
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Tools 中Snowflake Cortex AI Gateway 學會自己挑模型——token 開銷最高省 3 倍
Snowflake 推出動態模型路由,自動為每個請求挑選「夠用且最省」的模型,同時納入 DeepSeek-V4-Flash 與 GLM-5.3 開源模型,資料全程留在治理邊界內。
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Amazon Prime Air to Cover Nearly 500 US Cities by End of 2026
Amazon is scaling Prime Air drone delivery from 11 sites to nearly 500 cities and towns by year-end, reaching tens of millions of customers with 30-minute autonomous flights.
- Tools 中
Amazon Prime Air 無人機配送 2026 年底前將擴及近 500 個美國城市
Amazon 宣布 Prime Air 無人機配送將從 11 個站點大幅擴張至近 500 個城市與城鎮，以 30 分鐘自動飛行服務數千萬名顧客。
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Tools ENCursor Turns Cloud Agents Into an Always-On Labor Pool: Subscriptions, /goal, and Subagent VMs
Cursor's August 19 update lets cloud agents subscribe to PRs and Slack threads, hold long-lived goals via /goal, and fan out work across isolated subagent VMs — a shift from per-prompt tools to standing agent capacity.
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Tools 中Cursor 把雲端代理變成常駐勞動力：Subscriptions、/goal 與子代理 VM
Cursor 8 月 19 日更新讓雲端代理訂閱 PR 與 Slack 討論串、透過 /goal 長期持有目標，並在隔離的子代理 VM 上平行展開工作——從逐次提示的工具，轉向常駐代理產能。
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Tools ENReplit Free Mode: 30x More Building for $20 a Month, Powered by GPT-5.6 Luna
Replit's new Free Mode, built with OpenAI's cost-efficient GPT-5.6 Luna, lets Core subscribers create up to 30x more without burning credits — a new phase in the AI app-builder price war.
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Tools 中Replit 推出 Free Mode:每月 20 美元創作量提升 30 倍,背後是 GPT-5.6 Luna
Replit 攜手 OpenAI 推出 Free Mode,以高效能比的 GPT-5.6 Luna 為核心,讓訂閱戶日常創作不再消耗點數,打響 AI 應用開發平台的降價戰。
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Tools ENVercel Open-Sources fx: A 6.39 MiB Zig Coding Agent That Cold-Starts in 10 Microseconds
Vercel Labs' fx is a minimalist coding agent harness written in Zig — a 6.39 MiB binary with 10µs cold starts, Wasm builds, Apache-2.0 license, and a Unix-shell philosophy that challenges the bloated coding-agent status quo.
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Tools 中Vercel 開源 fx：以 Zig 打造、僅 6.39 MiB 且冷啟動 10 微秒的編碼代理
Vercel Labs 的 fx 是以 Zig 撰寫的極簡編碼代理框架——6.39 MiB 的二進位檔、10 微秒冷啟動、支援 Wasm、採 Apache-2.0 授權，以 Unix 哲學挑戰日益臃腫的編碼代理生態。
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Industry ENNvidia Weighs Backing Its Own Data Supplier: Mercor at a $20 Billion Valuation
Nvidia is in talks to join a funding round that would double AI data-labeling firm Mercor's valuation to $20 billion — the chipmaker investing upstream into its own training-data pipeline.
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Industry 中輝達考慮投資自家資料供應商：Mercor 估值翻倍至 200 億美元
輝達正洽談參與一輪使 AI 資料標註新創 Mercor 估值翻倍至 200 億美元的融資——晶片巨頭向上游自己的訓練資料供應鏈注入資本。
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Industry ENSix Global Banks Now Run Ant International's FalconTST 2.0: Chinese Fintech AI Quietly Takes Over FX Forecasting Desks
Ant International launched Falcon Time-Series Transformer Model 2.0 on August 20, and Citi, HSBC, Deutsche Bank, Standard Chartered and Barclays are already running it inside their FX and liquidity operations — a rare case of a Chinese-built foundation model becoming production infrastructure at Western megabanks.
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Industry 中六大國際銀行全面採用螞蟻國際 FalconTST 2.0：中國金融科技 AI 悄悄接管外匯預測部門
螞蟻國際於 8 月 20 日發布 Falcon 時間序列 Transformer 模型 2.0，花旗、匯豐、德意志銀行、渣打與巴克萊已將其整合進外匯與流動性預測作業——中國打造的基礎模型成為西方大型銀行的正式生產基礎設施，堪稱罕見案例。
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Tools ENSiemens Draws the Line: Physics AI Is 1,000x Faster, but It Won't Certify Your Safety-Critical Part
Siemens says its Simcenter PhysicsAI surrogate models predict engineering outcomes up to 1,000x faster than traditional solvers — and insists they are for exploration only, never final sign-off, marking a rare candour break in the industrial AI hype cycle.
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Tools 中西門子劃下界線：物理 AI 快上千倍，但不會為你的安全關鍵零件背書
西門子表示，Simcenter PhysicsAI 代理模型預測工程結果的速度比傳統求解器快達 1,000 倍——但堅持它只用於設計探索，絕不作最終簽核，在工業 AI 熱潮中罕見地展現坦率。
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Meta ENCerebras CS-4: Wafer-Scale Inference Grows Up Into a Rack
Cerebras unveils the CS-4, a rack-scale system built on three WSE-3 Turbo wafers claiming up to 30x faster inference than GPUs and over 1,000 tokens/sec on 10T-parameter models.
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Meta 中Cerebras CS-4：晶圓級推論正式長成一整個機櫃
Cerebras 發表 CS-4，以三片 WSE-3 Turbo 晶圓打造的機櫃級系統，宣稱推論速度最快可達 GPU 的 30 倍，10 兆參數模型每秒可產出超過 1,000 個 token。
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Tools ENAlipay Launches China's First Full-Stack Agentic Commerce Platform: Skills, MCP Tools, and 100M Free Tokens per User
At its AI Ecosystem Partner Conference in Hangzhou, Alipay unveiled China's first full-stack agentic commerce platform — turning merchant storefronts into agent-ready Skills and MCP tools, plugged into the Ah Bao assistant across phones, cars, and AI glasses.
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Tools 中支付寶發表中國首個全端智慧代理商務平台：Skills、MCP 工具與每人 1 億枚免費 Token
支付寶在杭州 AI 生態夥伴大會上發表中國首個全端智慧代理商務平台——將商家店面轉化為代理可用的 Skills 與 MCP 工具，並透過「哎寶」助理打通手機、汽車與 AI 眼鏡等裝置。
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Models ENGrok 4.6 Lands on Amazon Bedrock: xAI's Frontier Model Goes Mainstream Cloud
xAI's Grok 4.6 is now generally available on Amazon Bedrock with a 500K context window, configurable reasoning, and cross-region inference across 29 AWS regions starting at $2 per million input tokens.
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Models 中Grok 4.6 登上 Amazon Bedrock：xAI 前沿模型正式進軍主流雲端
xAI 的 Grok 4.6 現已在 Amazon Bedrock 全面開放，提供 50 萬 token 上下文視窗、可調式推理強度，並橫跨 29 個 AWS 區域的跨區推論，每百萬輸入 token 低至 2 美元。
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Industry ENSK hynix Fires a $29 Billion Signal: Korea's Largest-Ever Buyback Bets the AI Memory Boom Is Here to Stay
SK hynix will buy back and cancel ₩40 trillion of shares in three months — the largest treasury cancellation in Korean history — a blunt reply to investors questioning how long the AI memory supercycle can run.
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Industry 中SK hynix 投下 290 億美元的訊號：韓國史上最大庫藏股，賭 AI 記憶體榮景不會落幕
SK hynix 將在三個月內買回並註銷 40 兆韓元股份——韓國史上最大規模的庫藏股註銷——直接回應市場對 AI 記憶體超級週期还能持續多久的質疑。
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Industry ENStripe Acquires OpenRouter: Tokens Become the New Currency of the AI Economy
Stripe has agreed to acquire AI model gateway OpenRouter for over $7 billion, betting that intelligent token routing will become the economic infrastructure of the AI era.
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Industry 中Stripe 收購 OpenRouter：Token 成為 AI 經濟的新貨幣
Stripe 宣布以超過 70 億美元收購 AI 模型閘道 OpenRouter，押注智慧型 token 路由將成為 AI 時代的經濟基礎設施。
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Industry ENSamsung Hikes Foundry Prices Up to 15% as AI Demand Shifts Orders to Korea
AI chip demand has filled Samsung's advanced lines, giving its loss-making foundry rare pricing power — with Chinese customers accepting the steepest increases.
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Industry ENFractile Jumps to $6.5B Valuation After Anthropic Signs $250M Chip Deal
The Oxford-born inference chip startup is raising ~$600M at a $6.5B pre-money valuation — a six-fold jump since May — after Anthropic signed an initial $250M supply agreement for its SRAM-based 'memory-compute fusion' chips.
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Industry 中Anthropic 簽下 2.5 億美元晶片訂單，Fractile 估值三個月暴漲六倍至 65 億美元
牛津出身的英國推論晶片新創 Fractile 正以 65 億美元估值洽談募資約 6 億美元——較五月翻漲逾六倍——主因是 Anthropic 簽下了其 SRAM「記憶體運算融合」晶片的初始供應協議。
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Industry ENCompute Becomes a Commodity: CME and Silicon Data Will Launch GPU Futures on October 5
CME Group and Silicon Data will list the first futures contracts on Nvidia H100 and B200 GPU rental prices on October 5 — pending a CFTC review that could still reshape the AI economy's newest asset class.
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Industry 中算力成為商品：CME 與 Silicon Data 將於 10 月 5 日推出 GPU 期貨
CME 集團與 Silicon Data 將於 10 月 5 日掛牌 Nvidia H100 與 B200 GPU 租賃價格期貨——但 CFTC 的監管審查仍可能改寫這個 AI 經濟最新資產類別的命運。
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Tools ENWaymo's Ojai Robotaxi Opens to Everyone: The Purpose-Built Vehicle Goes Commercial
Waymo has opened its next-generation Ojai robotaxi to all riders in San Francisco, Los Angeles, and Phoenix — the first purpose-built autonomous vehicle to reach full commercial service, with ~5,000 units on pace to land in the US by year's end.
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Industry ENMarvell Grants Google a $12.2 Billion Warrant in Landmark Custom AI Chip Deal
Marvell issued Google a warrant for up to 58.97 million shares at $206.58 — about $12.18B — tied to a custom silicon deal spanning AI inference accelerators, controllers, and near-memory compute for the TPU ecosystem.
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Industry 中Marvell 授予 Google 122 億美元認股權證，打造客製 AI 晶片里程碑交易
Marvell 向 Google 發行最多 5,897 萬股、每股 206.58 美元的認股權證（約 121.8 億美元），綁定涵蓋 AI 推論加速器、各類控制器與近記憶體運算的 TPU 生態系客製晶片協議。
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Industry ENOpenAI Brings ChatGPT Ads to 31 European Markets as It Chases a $100 Billion Dream
Starting August 24, ChatGPT will serve ads to free and Go users across 31 European countries — OpenAI's biggest ads push yet as it races toward an IPO and a $100B revenue target.
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Industry 中OpenAI 將 ChatGPT 廣告推向 31 個歐洲市場：追逐 1000 億美元營收夢
8 月 24 日起，ChatGPT 對歐洲 31 國的免費與 Go 用戶投放廣告——這是 OpenAI 迄今最大規模的廣告擴張，背後是 IPO 在即與 1000 億美元營收目標的雙重壓力。
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Industry ENNvidia Is Reportedly in Talks to Back AI Data Supplier Mercor at a $20 Billion Valuation
The Information reports Nvidia is discussing an investment in Mercor, the expert-data marketplace run by three 20-something founders, as part of a round that would double its valuation to $20B on the back of $2B in annualized gross revenue.
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Industry 中傳 Nvidia 洽投 AI 數據供應商 Mercor,估值翻倍至 200 億美元
The Information 報導,Nvidia 正洽談投資由三位二十多歲創辦人打造的專家數據市集 Mercor,本轮估值將翻倍至 200 億美元,背後是年化 20 億美元的營收動能。
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Industry ENChip Rout Goes Global: Samsung and SK Hynix Slump 7% as Bond-Market Angst Spreads
The Philadelphia Semiconductor Index just suffered its worst day since late July, and the pain went global overnight as Samsung and SK Hynix plunged more than 7% in Seoul.
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Industry 中晶片拋售蔓延全球：債市恐慌下三星與 SK 海力士重挫 7%
費城半導體指數寫下七月底以來最大單日跌幅後，恐慌一夜之間蔓延至亞洲——三星與 SK 海力士在首爾股市雙雙暴跌逾 7%。
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Industry ENEurope's AI Data Centres Are Fleeing the City: New Campuses Now Average 175 km From Major Hubs
JLL data shared by Reuters shows Europe's next wave of hyperscale AI data centres will sit nearly four times further from major cities than the last one — 175 km on average — as developers chase cheap power and land from rural Spain to northern Sweden.
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Industry 中歐洲 AI 資料中心正在逃離城市：新建園區距主要樞紐平均遠達 175 公里
路透社取得的 JLL 數據顯示，歐洲下一波超大規模 AI 資料中心距離主要城市將比上一波遠近四倍——平均 175 公里——開發商正從西班牙鄉間到瑞典北部追逐廉價電力與土地。
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Industry ENNvidia's AI Moat Is Shifting From Chips to Capital
With quarterly free cash flow up 18-fold in three years to $48.5B, Nvidia is leaning on its balance sheet to lock up supply, land, and power — turning GPUs into Wall Street's newest asset class.
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Policy ENPennsylvania Turns the Screws on Data Centers: Shapiro's GRID Executive Order Rewrites the Rules for AI Infrastructure
Governor Josh Shapiro signed Executive Order 2026-05, making Pennsylvania the biggest state yet to convert data center permitting from a welcome mat into a gauntlet: binding GRID commitments, mandatory local approval, an NDA ban, and a public map of every proposed project.
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Policy 中賓州對資料中心出手：Shapiro 的 GRID 行政命令改寫 AI 基礎設施遊戲規則
賓州州長 Josh Shapiro 簽署 2026-05 號行政命令，成為迄今對 AI 資料中心管制最嚴厲的大州：開發商必須簽署具法律約束力的 GRID 承諾、取得地方同意，還禁止 NDA、公開所有申請案件的地圖。
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Industry ENTemporal in Talks to Raise at a $12 Billion Valuation as Agentic AI Demand Explodes
Bloomberg reports Temporal Technologies is negotiating a fresh round of roughly $500 million at a valuation of at least $12 billion, more than doubling its February price tag.
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Industry 中Temporal 傳洽談以至少 120 億美元估值募資：Agentic AI 需求爆發下的基礎設施贏家
Bloomberg 報導，開源持久化執行平台 Temporal 正洽談募集約 5 億美元新一輪資金，估值至少 120 億美元，較今年 2 月的 50 億美元翻倍有餘。
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Industry ENGuardian Investigation: Microsoft Has 2.2M AI Chips Installed — Far Below What Its Own Capacity Claims Imply
Internal documents seen by The Guardian show Microsoft has 2.2 million AI chips installed after a $280B build-out, less than half the ~6.4M GPUs its claimed 10GW of capacity should imply — exposing an industry-wide accountability gap in how AI capacity is measured.
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Industry 中衛報調查：微軟實際安裝的 AI 晶片僅 220 萬顆——遠低於其自身產能宣稱所隱含的規模
衛報取得的內部文件顯示，微軟在砸下約 2,800 億美元擴建後，實際安裝的 AI 晶片僅約 220 萬顆，不到其宣稱的 10GW 產能所應隱含的 640 萬顆 GPU 的一半——揭露了整個產業在 AI 產能衡量上的問責黑洞。
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Industry ENNvidia Backs OpenAI's Ohio Mega Data Center With Up to $105 Billion in Guarantees
Nvidia will guarantee up to $105 billion in credit and invest $1.5B in SB Energy to lock in 8 GW of exclusive AI compute at Ohio's PORTS-Pike campus, with OpenAI as 20-year tenant.
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Industry 中Nvidia 以最高 1,050 億美元擔保,力挺 OpenAI 俄亥俄超級資料中心
Nvidia 將提供最高 1,050 億美元信用擔保並投資 15 億美元於 SB Energy,在俄亥俄 PORTS-Pike 園區鎖定 8 GW 專屬 AI 算力,OpenAI 簽下 20 年租約。
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Models ENCerebras Unveils CS-4: A 750-PFLOP Wafer-Scale Rack That Claims Up to 30x GPU Inference Speed
Cerebras's new rack-scale CS-4, built from three WSE-3 Turbo wafers, delivers 750 PFLOPs, 129.6 PB/s of memory bandwidth, and over 4,400 tokens/sec per user on GPT-OSS-120B — up to 30x faster than GPU systems, with first shipments this quarter.
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Models 中Cerebras 發表 CS-4：750 PFLOPs 晶圓級機架，宣稱推論速度最快可達 GPU 系統的 30 倍
Cerebras 新推出的機架級 CS-4 由三片 WSE-3 Turbo 晶圓構成，提供 750 PFLOPs 運算力、129.6 PB/s 記憶體頻寬，在 GPT-OSS-120B 上每秒每用戶可產出超過 4,400 個 token——最快達 GPU 系統的 30 倍，本季開始出貨。
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Tools ENRazorpay Unveils Vulcan, India's First AI Payments Foundation Model
Razorpay's new transformer-based Vulcan model, trained on 3 trillion data points from 4 billion payments, lifts success rates 8-10% and catches 8x more international card fraud.
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Tools 中Razorpay 發表 Vulcan：印度首個支付 AI 基礎模型
Razorpay 推出以 Transformer 架構打造的支付基礎模型 Vulcan，以 40 億筆交易、近 3 兆個資料點訓練，支付成功率提升 8–10%，國際卡詐欺偵測量達 8 倍。
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Industry ENPhysical AI Absorbed $47.4 Billion in Six Months — Nearly 4x the Prior Half and More Than 2022–2024 Combined
Crunchbase data shows venture funding for robotics, autonomy, aerospace and drones hit $47.4B across 521 deals in H1 2026, fueled by Waymo's $16B round, defense-tech megadeals, and SpaceX's $1.77 trillion IPO.
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Industry 中實體 AI 半年吸金 474 億美元——將近前一期的 4 倍，更超越 2022 至 2024 年總和
Crunchbase 數據顯示，機器人、自駕、航太與無人機新創在 2026 上半年共獲 521 筆、474 億美元創投資金，Waymo 的 160 億美元融資、國防科技巨額交易與 SpaceX 的 1.77 兆美元 IPO 是主要推手。
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Tools ENThree Days to Patch: CISA Orders Emergency Fix for Actively Exploited Ray AI Framework Flaw
CISA has given US federal agencies until August 20 to patch CVE-2025-62593, a critical RCE in the Ray AI compute framework that turns a developer's Firefox or Safari browser into a weapon against corporate ML clusters.
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Tools 中三天內修補：CISA 緊急命令修復遭活用攻擊的 Ray AI 開源框架漏洞
CISA 要求美國聯邦機構在 8 月 20 日前修補 CVE-2025-62593——Ray AI 運算框架中的重大遠端程式碼執行漏洞，攻擊者能把開發者的 Firefox 或 Safari 瀏覽器變成打入企業 ML 叢集的武器。
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Industry EN'Country Hicks' vs. 'Come Build Here': AI Data Centers Split Rural America
One Kentucky family refused $26.48 million for land held for 200 years; a Missouri farmer is begging developers to come. The same AI data center boom is tearing rural America in two.
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Industry 中「鄉巴佬」對上「歡迎來蓋」：AI 資料中心撕裂美國農村
肯塔基一家人拒絕了祖傳兩百年土地上的 2,648 萬美元報價，密蘇里農夫卻登報邀請開發商進駐——同一波 AI 資料中心熱潮，正把美國農村撕裂成兩半。
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Industry ENVelaura AI Hits $1 Billion Valuation With $110M Series A to Slash AI's Power Bill
Chip IP startup Velaura AI raised a $110M Series A led by Seligman Ventures at a $1B+ valuation, licensing Titan Core technology that cuts AI accelerator power consumption by up to 2x.
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Industry 中Velaura AI 以 1.1 億美元 A 輪融資躋身獨角獸，要幫 AI 省下電費
晶片 IP 新創 Velaura AI 完成 1.1 億美元 A 輪融資、估值突破 10 億美元，由 Seligman Ventures 領投；其 Titan Core 技術宣稱可將 AI 加速器功耗降低最多 2 倍。
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Industry ENOpenAI Slashes GPT-5.6 Sol Prices in Half — But Only on OpenRouter and Vercel AI Gateway
OpenAI's flagship GPT-5.6 Sol is 50% off exclusively on OpenRouter and Vercel AI Gateway through September 18 — a channel-specific price war aimed squarely at Anthropic's developer stronghold.
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Industry 中OpenAI 將 GPT-5.6 Sol 半價促銷——但只限 OpenRouter 與 Vercel AI Gateway
OpenAI 旗艦模型 GPT-5.6 Sol 在 OpenRouter 與 Vercel AI Gateway 獨家半價至 9 月 18 日——一場瞄準 Anthropic 開發者版圖的通路限定價格戰正式開打。
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Industry ENAlipay Opens China's First Full-Stack Agentic Commerce Platform, Betting 100 Million Free Tokens That Agents Are the New Storefront
At its Hangzhou AI Ecosystem Partner Conference, Alipay unveiled China's first full-stack agentic commerce platform — converting merchant pages, products and workflows into agent-ready Skills and MCP tools, plugged into the Ah Bao super agent via the AHA protocol.
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Industry 中支付寶發布中國首個全棧智能體商業平台：一億免費 Token 豪賭「代理人就是新店面」
支付寶在杭州 AI 生態夥伴大會上發布中國首個全棧智能體商業平台，將商家頁面、商品與服務流程轉化為智能體可呼叫的 Skills 與 MCP 工具，並透過 AHA 協定接入超級助理「啊寶」。
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Industry ENEtched Doubles to $21 Billion: Jane Street Leads $700M Round and Buys the Racks
Transformer-only chip startup Etched raised $700M led by Jane Street at a $21B valuation — double its July mark — with the trading firm doubling as both lead investor and server-rack customer.
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Industry 中Etched 估值三週翻倍至 210 億美元：Jane Street 領投 7 億美元融資，同時下單買機櫃
專做 transformer 推論晶片的新創 Etched 以 210 億美元估值完成 7 億美元融資，由 Jane Street 領投——這家量化交易巨頭同時也是其伺服器機櫃客戶，估值較七月翻倍。
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Industry ENEx-SpaceX Engineers Launch 1872, an AI-Run Robotic Factory for Steel Fabrication
Three Raptor-engine veterans opened Factory One in Cincinnati, where an AI 'Architect' plans jobs and a 'Conductor' orchestrates robots to weld steel skids for data centers and SMRs — attacking a US shortage of 320,500 welders.
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Industry ENAnthropic's Revenue Run Rate Tops $65 Billion as IPO Talk Intensifies
Anthropic's annualized revenue run rate surpassed $65 billion at the end of July, with Q2 revenue up at least 14-fold year over year — the clearest signal yet of the AI lab's pre-IPO momentum.
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Industry 中Anthropic 營收年化跑速突破 650 億美元，IPO 腳步聲越來越近
Anthropic 七月底年化營收跑速突破 650 億美元，Q2 營收年增至少 14 倍——這家 AI 實驗室上市前的最新動能指標。
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Industry ENGoogle Pays $10 Million for a Dead Airline's Data — and the AI Training Gold Rush Gets Weirder
Google won a bankruptcy auction for Spirit Airlines' internal data — 100 million emails, 500 million Teams chats, 30 million lines of code — outbidding an AI hiring startup to feed its models.
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Industry 中Google 斥資 1,000 萬美元買下一家倒閉航空公司的資料——AI 訓練資料淘金熱愈來愈奇異
Google 在破產拍賣中標下 Spirit Airlines 的內部資料——1 億封電子郵件、5 億則 Teams 訊息、3,000 萬行程式碼——擊敗 AI 招聘新創，只為餵養它的模型。
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Industry ENMusk Says Memory, Not GPUs, Is AI's Real Bottleneck — and Memory Stocks Explode
Elon Musk's repeated warnings that memory and storage — not compute — now constrain AI have ignited a global memory-chip rally, with Micron crossing $1,000 and 2027 supply already sold out.
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Industry 中馬斯克:AI 真正的瓶頸不是 GPU,而是記憶體——記憶體股應聲暴漲
馬斯克在財報電話會議與 X 平台多次示警:記憶體與儲存——而非算力——才是 AI 擴張的真正約束,帶動美光站上 1,000 美元、2027 年產能已被預訂一空。
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Tools ENDeadline Ahead: Claude Sonnet 5 API Pricing Rises 50% on September 1 — and the Tokenizer Makes It Worse
Anthropic's introductory pricing for Claude Sonnet 5 expires August 31. From September 1, input jumps from $2 to $3 and output from $10 to $15 per million tokens — and a new tokenizer that inflates token counts by up to 35% means the real increase for coding workloads can approach double.
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Tools 中倒數計時：Claude Sonnet 5 API 九月一日漲價 50%——而新分詞器會讓實際漲幅更高
Anthropic 的 Claude Sonnet 5 促銷價將於 8 月 31 日到期。9 月 1 日起，輸入價從每百萬 token 2 美元漲到 3 美元、輸出從 10 美元漲到 15 美元——加上新版分詞器會讓 token 數量增加最多 35%，程式開發型工作負載的實際成本增幅可能接近一倍。
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Industry ENAnthropic's Revenue Machine Hits $65 Billion Run Rate as IPO Speculation Hits Fever Pitch
Anthropic's annualized revenue run rate reached $65 billion at the end of July — a 7x jump in a year — after Q2 revenue topped $11.5 billion, its first cash-flow-positive quarter, as bankers prep an IPO valued off a $190–200 billion 2028 forecast.
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Industry 中Anthropic 營收引擎全速運轉:年化營收 run rate 達 650 億美元,IPO 估值押注 2028 年 2000 億美元營收
Anthropic 七月底年化營收 run rate 達 650 億美元、一年成長七倍;第二季營收突破 115 億美元並首度轉正,銀行家正以 2028 年 1900 至 2000 億美元的營收預測為 IPO 定價。
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Industry ENNvidia Finalizes $105 Billion Guarantee for OpenAI's Ohio AI Megacampus
Nvidia locked in a restructured $105 billion credit guarantee for OpenAI's Ohio data center and will invest $1.5 billion in SB Energy, backing an initial 4.25 GW of AI compute.
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Industry 中輝達敲定 1,050 億美元擔保，為 OpenAI 俄亥俄 AI 超級園區保駕護航
輝達確定為 OpenAI 俄亥俄資料中心提供重組後的 1,050 億美元信用擔保，並投資 SB Energy 15 億美元，支持初始 4.25 GW 的 AI 算力建設。
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Industry ENAnthropic Closes In on $7 Billion Decart Acquisition After Beating Nvidia to the Table
The Claude maker's largest-ever deal — mostly in shares ahead of its IPO — targets Decart's chip-efficiency software and real-time world models as compute costs become the industry's decisive battleground.
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Industry 中Anthropic 擊退 Nvidia、即將以 70 億美元收購 Decart
Claude 開發商史上最大收購案——以股票為主的交易結構趕在 IPO 之前，目標是 Decart 的晶片效率軟體與即時世界模型，運算成本已成為產業決勝關鍵。
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Industry ENTesla's Cybercab Gets Factory-Built Starlink: Satellite Internet Becomes Robotaxi Infrastructure
Tesla has confirmed factory-integrated Starlink V5 terminals in the Cybercab robotaxi — a flush roof panel delivering ~375 Mbps satellite connectivity for fleet management, remote support and in-cabin 4K streaming, blurring the line between Musk's car and rocket empires.
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Industry 中Tesla Cybercab 原廠內建 Starlink：衛星網路正式成為自駕計程車基礎設施
Tesla 證實 Cybercab 自駕計程車將在工廠端直接內建 Starlink V5 衛星終端——與車頂齊平的面板可提供約 375 Mbps 連線速度，用於車隊管理、遠端支援與車內 4K 串流，也讓 Musk 旗下汽車與火箭兩大帝國的界線日漸模糊。
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Industry ENUber Bets on the Sky: Zipline Partnership Targets One Million Drone Deliveries a Day by 2029
Uber and Zipline announced a strategic partnership to bring autonomous drone delivery to Uber Eats, starting in Dallas and Houston later this year and scaling toward one million deliveries per day by the end of 2029.
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Industry 中Uber 押注天空：與 Zipline 結盟，目標 2029 年底達成每日百萬次無人機配送
Uber 與 Zipline 宣布策略合作，將自主無人機配送導入 Uber Eats，今年稍晚從達拉斯與休士頓起步，目標在 2029 年底達到每日一百萬次無人機配送。
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Industry ENAnthropic Closes In on a $7 Billion Decart Deal After Beating Nvidia to the Table
Anthropic's largest-ever acquisition is taking shape: the Claude maker is finalizing a roughly $7 billion deal for Israeli inference-efficiency startup Decart, paying mostly in its own shares ahead of a possible IPO.
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Industry 中Anthropic 擊退 Nvidia,以約 70 億美元收購 Decart 的交易接近拍板
Anthropic 史上最大收購即將成形:Claude 母公司正敲定以約 70 億美元買下以色列推論效率新創 Decart,並在可能 IPO 之前以自家股票作為主要對價。
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Policy ENWashington's Ultimatum: 35 Countries Told to Pick Pax Silica or Beijing's AI Bloc
A draft State Department letter warns 35 countries they cannot belong to both the US-led Pax Silica coalition and China's Shanghai-based WAICO — with dual-member Kazakhstan as the flashpoint.
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Industry ENOpenAI Locks In 8-Gigawatt Ohio Mega-Data-Center With $105 Billion Nvidia Backstop
OpenAI, Nvidia and SoftBank's SB Energy have finalized the largest single-tenant AI data center deal to date: a 20-year lease for 8 GW in Pike County, Ohio, backed by a $105 billion Nvidia credit guarantee.
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Industry 中OpenAI 敲定俄亥俄 8GW 超級資料中心，Nvidia 提供最高 1,050 億美元信用擔保
OpenAI、Nvidia 與軟銀旗下 SB Energy 正式敲定迄今最大單一租戶 AI 資料中心交易：俄亥俄州 Pike 郡 8GW 園區、20 年租約，由 Nvidia 高達 1,050 億美元的信用保證撐腰。
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Industry ENGroq Raises $350M at Half Its Peak Valuation, Completing Its Reinvention as an Inference Neocloud
Bloomberg reports Groq raised $350M at a $3.5B valuation — roughly half its September 2025 peak — with Nvidia joining a round led by Disruptive, capping the LPU pioneer's pivot from chip rival to AI inference data-center operator.
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Industry 中Groq 以 35 億美元估值募資 3.5 億美元，正式完成從晶片挑戰者到推論雲營運商的轉型
Bloomberg 報導，Groq 以 35 億美元估值完成 3.5 億美元融資——約為 2025 年 9 月高峰的一半——由 Disruptive 領投、Nvidia 參投，為這家 LPU 先驅從 Nvidia 挑戰者轉型為 AI 推論資料中心營運商的旅程寫下新章。
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Industry ENThe CPU Comeback: Agentic AI's Unexpected Bottleneck Is the Humble Processor
IEEE Spectrum reports that agentic AI has flipped CPUs into the new performance bottleneck — Intel server chips are sold out, AMD doubled forecasts, and AWS is rationing CPU cycles.
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Industry 中CPU 的逆襲：Agentic AI 意外讓古老處理器成為新瓶頸
IEEE Spectrum 報導指出，Agentic AI 已讓 CPU 成為新的效能瓶頸——Intel 伺服器晶片售罄、AMD 倍增出貨預測、AWS 開始 ration CPU 運算資源。
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Industry ENStripe Buys OpenRouter for $7B+: Payments Giant Owns the AI Model Gateway
Stripe finalized a deal to acquire OpenRouter for more than $7 billion — a 5x markup on the AI gateway's May valuation — betting that routing between 400+ AI models becomes the billing rail for the agent economy.
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Industry 中Stripe 以超過 70 億美元收購 OpenRouter：支付巨頭親自拿下 AI 模型閘道
Stripe 敲定以逾 70 億美元收購 OpenRouter——較這家 AI 閘道公司五月估值翻漲逾五倍——押注在 400 多個模型之間路由，將成為代理經濟的帳務軌道。
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Industry ENFrom $1.3B to $5.4B in Seven Months: Higgsfield's $400M Bet on AI Video for Business
AI video startup Higgsfield has closed a $400M round led by Goldman Sachs, DST Global, Liberty Global and Intel at a $5.4B valuation — quadrupling its January mark as enterprise marketing becomes the killer app for generative video.
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Industry 中七個月估值翻四倍：Higgsfield 以 5.4B 美元身價拿下 4 億美元融資，押注企業級 AI 影片
AI 影片新創 Higgsfield 完成由 Goldman Sachs、DST Global、Liberty Global 與 Intel 領投的 4 億美元融資，估值達 54 億美元——較一月翻漲四倍，企業行銷正成為生成式影片的殺手級應用。
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Industry ENGartner's 'Inference Paradox': Agentic Workflow Costs to Grow Fivefold Through 2028
Gartner's August 17 report predicts AI inference costs per agentic workflow will rise more than 5x through 2028 as token efficiency gains are swallowed by increasingly complex, autonomous multi-model workflows — the 'Inference Paradox'.
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Industry 中Gartner「推論悖論」：代理式工作流程成本至 2028 年將成長五倍
Gartner 8 月 17 日報告預測，每個代理式工作流程的 AI 推論成本到 2028 年將成長超過 5 倍——token 效率提升的紅利，正被日益複雜、自主的多模型工作流程吞噬，這就是「推論悖論」。
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Industry ENFT Tally: 60 Planned AI Data Centres Could Emit as Much as 27 Coal Plants
A fresh Financial Times analysis finds the 60 largest planned data centres could match the annual emissions of 27 coal plants or 24 million cars, as Meta's lease obligations swell past a quarter-trillion dollars.
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Industry 中FT 統計：60 座規劃中的 AI 資料中心，碳排相當於 27 座燃煤電廠
《金融時報》最新分析發現，目前規劃中最大的 60 座資料中心，每年碳排可能相當於 27 座燃煤電廠或 2,400 萬輛汽車；同期 Meta 的租賃承諾已突破 2,500 億美元大關。
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Industry ENDatabricks Closes $5 Billion Round at $190 Billion Valuation as Growth Accelerates Past 80%
Databricks sealed a $5 billion strategic round at a $190 billion valuation, surpassing a $7 billion revenue run-rate with >80% YoY growth — one of the largest private financings in software history.
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Industry 中Databricks 以 1,900 億美元估值完成 50 億美元融資，營收增速突破 80%
Databricks 以 1,900 億美元估值完成 50 億美元策略性融資，營收年化 run-rate 突破 70 億美元、年增超過 80%——這是軟體史上規模最大的私人融資之一。
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Industry ENStripe Finalizes $7B+ OpenRouter Acquisition to Own the AI Billing Rail
Stripe has finalized a deal to buy AI gateway OpenRouter for more than $7 billion, fusing model routing with payments to become the transaction layer of the AI economy.
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Industry 中Stripe 敲定以逾 70 億美元收購 OpenRouter，要當 AI 經濟的帳單軌道
Stripe 已敲定以超過 70 億美元收購 AI 閘道 OpenRouter，將模型路由與支付結合，劍指 AI 經濟的交易層。
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Industry ENThe $220 Billion Bond Flood: How the AI Buildout Is Quietly Rewiring Global Borrowing Costs
Real bond yields have hit multi-decade highs as Alphabet, Amazon and Meta dump $220B of debt onto markets in 2026 — Reuters warns the AI capex boom is becoming the next systemic risk.
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Industry 中2,200 億美元債券洪流：AI 建設潮如何悄悄改寫全球借貸成本
實質債券殖利率升至數十年高點，Alphabet、Amazon 與 Meta 今年已發行 2,200 億美元債券——路透社警告，AI 資本支出熱潮正成為下一個系統性風險。
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Tools ENThe Great Model Purge: 13 Deprecations in One Week as the GPT-3.5 Era Ends
Zero new models shipped this week — instead, 13 AI models got deprecated, with GPT-3.5-era remnants finally scheduled for shutdown. The API cleanup era has begun.
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Tools 中大清除週：單週 13 個模型退場，GPT-3.5 時代正式落幕
本週前端 AI 圈零新模型發布、零降價，卻有 13 個模型被列入退役——GPT-3.5 時代的殘餘終於有了明確的死期。API 大掃除時代來了。
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Industry ENDatabricks Closes $5B Round at $190B Valuation as Revenue Run-Rate Tops $7B
Databricks wrapped a $5 billion strategic round at a $190 billion valuation after investors offered three times more, with revenue growth accelerating past 80% year over year.
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Industry 中Databricks 以 1,900 億美元估值完成 50 億美元融資，營收年增率突破 80%
Databricks 在投資人捧著三倍超額資金上門的情況下，以 1,900 億美元估值完成 50 億美元戰略融資，營收跑速率突破 70 億美元、年增超過 80%。
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Tools ENGoogle Kills Imagen 4: Image API Dies Today, Nano Banana 2 Takes Over
Google's Imagen 4 API family — standard, Ultra, and Fast — reaches end-of-life on August 17, 2026. Here's what breaks, what it costs, and how to migrate to Gemini 3.1 Flash Image (Nano Banana 2).
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Tools 中Google 終結 Imagen 4:圖像 API 今日走入歷史,Nano Banana 2 接棒
Google 的 Imagen 4 API 家族——標準版、Ultra 與 Fast——於 2026 年 8 月 17 日終止服務。哪些東西會壞掉、成本如何變化、又該如何遷移到 Gemini 3.1 Flash Image(Nano Banana 2),本文一次解析。
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Industry ENDeepSeek Raises API Prices Up to 11x: The Price War Leader Flips the Board
The lab that detonated the AI price war now charges up to 11 times more for its V4 models, with peak-hour billing — a signal that below-cost inference is over across the industry.
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Google Ships Gemini 3.7 Flash: A Workhorse Model for Coding and Agents at Half the Price
Google's Gemini 3.7 Flash lands just three weeks after 3.6 Flash with big coding and agentic gains, a 256K context window, and an intro price of $0.75 per million input tokens.
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Google 推出 Gemini 3.7 Flash：專為程式開發與 Agent 而生的工作馬模型，價格砍半
Google 的 Gemini 3.7 Flash 距離 3.6 Flash 僅三週就問世，程式開發與 Agent 能力大幅躍進，搭載 256K 上下文視窗，輸入每百萬 token 促銷價僅 0.75 美元。
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Industry ENSpaceX Closes Its $60 Billion Cursor Acquisition, Redrawing the AI Coding Map
SpaceX's record $60 billion all-stock acquisition of Cursor maker Anysphere became effective August 14, handing the AI coding leader the world's largest GPU fleet and giving Elon Musk a direct line into millions of developers' workflows.
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Industry 中SpaceX 完成以 600 億美元收購 Cursor,重繪 AI 程式開發版圖
SpaceX 以 600 億美元全股票交易收購 Cursor 開發商 Anysphere,已於 8 月 14 日正式生效,這款 AI 編碼工具將取得全球最大 GPU 叢集,馬斯克也直接切入數百萬開發者的日常工作流。
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Industry ENOne Trillion Dollars and Still Stuck: The Physical Bottlenecks Throttling the AI Build-Out
Goldman Sachs now puts 2026 global AI investment above $1 trillion — $581 billion of it in the US — but transformers, switchgear, fiber crews and grid interconnects are becoming the real constraint on the AI boom.
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Industry 中一兆美元仍然不夠用：卡住 AI 建設狂潮的實體瓶頸
高盛最新報告將 2026 年全球 AI 投資上修至突破 1 兆美元——其中美國占 5,810 億美元——但變壓器、開關設備、光纖人力與電網併網，正成為 AI 熱潮真正的緊箍咒。
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Industry ENSelf-Driving Trucks Hit California Highways: Aurora and Kodiak Land the State's First Heavy-Duty AV Permits
California's DMV has issued its first heavy-duty autonomous truck testing permits to Aurora Innovation and Kodiak AI, opening the largest trucking market in the US — and Kodiak's trucks are already rolling near Mountain View.
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Industry 中自動駕駛貨卡正式開上加州高速公路：Aurora 與 Kodiak 拿下全州首批重型 AV 測試許可
加州車輛管理局（DMV）核發全州首批重型自駕貨卡測試許可給 Aurora Innovation 與 Kodiak AI，正式對外開放全美最大卡車運輸市場——Kodiak 的測試車隊已在 Mountain View 附近上路。
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Models ENOpenAI's Ultrafast Mode Runs GPT-5.6 Sol at 750 Tokens per Second on Cerebras
OpenAI's new Ultrafast API tier, powered by Cerebras wafer-scale chips, serves its flagship GPT-5.6 Sol model at up to 750 output tokens per second — up to 14× standard speed.
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Models 中OpenAI Ultrafast 模式：Cerebras 晶圓級晶片讓 GPT-5.6 Sol 每秒輸出 750 個 Token
OpenAI 推出 Ultrafast API 等級，由 Cerebras 晶圓級晶片驅動，旗下最強模型 GPT-5.6 Sol 每秒可輸出 750 個 token，速度最高達標準版的 14 倍。
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Policy ENIndia Bets Big: 10 Million Youth to Be Trained in AI Within One Year
From the Red Fort on India's 80th Independence Day, PM Modi announced a nationwide mission to train one crore (10 million) youth in AI skills within a year — the centerpiece of a ₹1 lakh crore high-tech package spanning semiconductors, nuclear power, and jobs.
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Industry ENDatabricks Closes $5B Round at $190B Valuation as Agent Demand Accelerates
Databricks crossed a $7B revenue run-rate growing 80% YoY and closed a $5B strategic round at a $190B valuation, betting the enterprise AI agent stack is the next platform war.
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Industry 中Databricks 以 1,900 億美元估值完成 50 億美元融資，押注企業 AI Agent 堆疊
Databricks 營收年增率突破 80%、跑速達 70 億美元，並以 1,900 億美元估值完成 50 億美元戰略融資，賭的是企業 AI Agent 平台將成為下一場平台戰爭。
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Industry ENNvidia Eyes $3 Billion Equity Stake in SB Energy, Extending Its Ohio Bet Beyond GPUs
Nvidia is in talks to invest as much as $3 billion directly into SB Energy, the SoftBank-controlled developer of OpenAI's 10-gigawatt Ohio campus — a shift from credit guarantor to direct equity holder in the power layer of AI infrastructure.
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Industry 中輝達洽購 SB Energy 30 億美元股權，將 Ohio 佈局延伸至 GPU 之外
輝達正洽談直接投資 SB Energy 最高 30 億美元——這家軟銀旗下的公司正在為 OpenAI 開發 10 GW 的 Ohio 資料中心園區。輝達的角色將從信用擔保者，轉變為 AI 基礎設施電力層的直接股東。
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Industry ENBroadcom Sinks 6% as BofA Puts a $370 Billion Price Tag on Its AI Debt Machine
A Bank of America note pegged Broadcom's off-balance-sheet AI chip-financing vehicle at $370B in senior debt by mid-2029 — and the stock's 6% plunge shows markets are starting to price the plumbing of the AI buildout, not just the chips.
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Industry 中美銀點出博通 AI 債務機器規模達 3,700 億美元，股價應聲重挫 6%
美國銀行分析師估算，博通帳外的 AI 晶片融資平台在 2029 年中前可能累積約 3,700 億美元高級債務——股價單日大跌 6%，顯示市場開始為 AI 建設的「資金管線」定價，而不只是晶片本身。
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Industry ENAnthropic's $6 Billion Decart Gambit: Buying Speed on the Road to a $2 Trillion IPO
Anthropic is in talks to acquire Israeli inference-optimization startup Decart AI for about $6 billion — its largest deal ever — to squeeze more throughput out of existing compute ahead of a potential October IPO.
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Industry 中Anthropic 的 60 億美元 Decart 豪賭：在 2 兆美元 IPO 之前買下速度
Anthropic 傳以約 60 億美元洽購以色列推論優化新創 Decart——史上最大收購——目標是在十月潛在 IPO 前，讓既有算力榨出更多產能。
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Industry ENThe Great AI Price Collapse: US Labs Slash Token Prices 25% in a Month as Chinese Models Take Over
Prices for leading US AI models have fallen nearly 25% since mid-July as OpenAI and Anthropic fight a two-front war against cheap Chinese rivals and their own ballooning inference costs — and enterprise buyers are switching sides.
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Industry 中AI 大降價：美國實驗室一個月內砍掉 25% Token 價格，中國模型全面接管市占
英國《金融時報》指出，美國主要 AI 模型價格自 7 月中以來下跌近 25%——OpenAI 與 Anthropic 一邊對抗低價中國對手，一邊應付自身膨脹的推論成本，而企業買家正用 Token 投票換邊站。
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Tools ENKog's Bet: 30x Faster LLM Inference Without Buying a Single New GPU
French startup Kog hit 3,000 tokens per second on stock AMD MI300X and Nvidia H200 GPUs with pure software optimization — and now it's racing to bring that speed to full-size LLMs by September.
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Tools 中Kog 的豪賭：不買新 GPU，照樣讓 LLM 推理快 30 倍
法國新創 Kog 只靠軟體最佳化，就在標準的 AMD MI300X 與 Nvidia H200 上跑出每秒 3,000 tokens 的推理速度——現在正趕著在九月把這套技術推向完整尺寸的大型語言模型。
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Industry ENNvidia Scales Back OpenAI Ohio Guarantee to Under $120 Billion
Nvidia has cut its planned financial backstop for OpenAI's 10-gigawatt Ohio data center from roughly $250 billion to less than $120 billion, backing only the first phase after investors flagged risk exposure — with a deal possible as early as this weekend.
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Industry 中輝達將 OpenAI 俄亥俄資料中心擔保規模縮減至 1,200 億美元以下
輝達將為 OpenAI 俄亥俄州 10GW 資料中心提供的財務擔保,從原先討論的約 2,500 億美元大幅縮減至 1,200 億美元以下,且僅涵蓋第一期工程。投資人對風險曝險的疑慮促成這次調整,協議最快本週末簽署。
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Policy ENTexas Hits Pause: Abbott's Data Center Audit Freezes 49.8 GW of AI Infrastructure
Governor Abbott's statewide audit has frozen Texas's 474 GW interconnection queue — 20% of America's data center pipeline — as Trump calls the pause 'a mistake' and Fort Worth enacts its own 90-day moratorium.
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Policy 中德州踩煞車：Abbott 的資料中心審計凍結 49.8 GW 的 AI 基礎設施
德州州長 Abbott 的全州審計命令凍結了 ERCOT 474 GW 的併網申請佇列——約占全美資料中心管線的 20%——川普稱此暫停是「錯誤」，沃斯堡市也通過了自己的 90 天禁建令。
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Industry ENDeepSeek's API Prices Jump Up to 1,100% on Sunday as Peak-Hour Billing Arrives
Effective 16:00 UTC on August 16, DeepSeek's V4-Flash and V4-Pro move to peak/off-peak rate cards up to 12x current prices, ending the era of flat, dirt-cheap frontier tokens.
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Industry 中DeepSeek API 價格週日最多調漲 1,100%,尖峰時段計費正式登場
台灣時間 8 月 17 日凌晨 0 時起,DeepSeek V4-Flash 與 V4-Pro 改採尖峰/離峰雙軌費率,最高漲至現價 12 倍,廉價 frontier token 時代宣告終結。
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Industry ENDatabricks Closes $5B Round at $190B Valuation as Agent Demand Reshapes Enterprise AI
Databricks closed a $5B strategic round at a $190B valuation after crossing a $7B revenue run-rate with >80% YoY growth — powered by AI agents that need data, context, and cost control.
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Industry 中Databricks 以 1,900 億美元估值完成 50 億美元融資，AI 代理需求重塑企業 AI 格局
Databricks 在營收年增率突破 80%、跨越 70 億美元年營收跑道後，以 1,900 億美元估值完成 50 億美元戰略融資，背後動能來自需要資料、情境與成本管控的 AI 代理。
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Industry ENAlphabet's $900 Million SpaceX Bet Compounds to $94 Billion — a 100x Decade
Reuters reports Alphabet's 2015 investment in SpaceX has grown more than 100-fold to roughly $94 billion, a 551-million-share stake that now dominates the company's equity portfolio and reshapes how Big Tech thinks about strategic capital.
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Industry 中Alphabet 對 SpaceX 的 9 億美元投資複利成長至 940 億美元——十年的百倍報酬
路透社報導，Alphabet 於 2015 年對 SpaceX 的投資已成長逾 100 倍、達約 940 億美元，這筆 5.51 億股的持股如今主導該公司的股權投資組合，也改寫了大型科技公司的策略資本思維。
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Tools ENOpenAI's Ultrafast Mode Puts GPT-5.6 Sol on Cerebras Silicon at 750 Tokens Per Second
OpenAI's new Ultrafast API tier runs GPT-5.6 Sol on Cerebras accelerators at up to 750 output tokens per second — 14x standard throughput — collapsing the speed-versus-intelligence tradeoff for time-critical AI workloads.
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Tools 中OpenAI Ultrafast 模式攜手 Cerebras：GPT-5.6 Sol 每秒 750 Token 的推論革命
OpenAI 推出 Ultrafast API 層級，以 Cerebras 晶片驅動 GPT-5.6 Sol，輸出速度可達每秒 750 token——為標準版的 14 倍——徹底打破速度與智慧的取捨困境。
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Industry ENNvidia Discloses $21 Billion Stake in SpaceX in Q2 Filing
Nvidia's latest 13F reveals a 122.8 million-share, ~$21 billion position in SpaceX — its second-largest holding after Intel — marking a new phase of strategic capital deployment by the chip giant.
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Industry 中Nvidia 申報持有 SpaceX 210 億美元股份
Nvidia 最新 13F 申報揭露持有 SpaceX 1.228 億股、約 210 億美元部位，為僅次於 Intel 的第二大持倉，顯示晶片巨頭的策略性資本部署進入新階段。
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Research ENOne in Four Breaches Is Now AI-Enabled: 2026's Cyber Attack Surge, by the Numbers
IBM and the ITRC report record breach volumes and AI-driven attack costs in 2026 — deepfakes, malicious insiders, and a widening asymmetry between attackers and defenders.
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Research 中每四次資安入侵就有一次是 AI 驅動：2026 年網路攻擊暴增的數字真相
IBM 與 ITRC 的最新報告顯示，2026 年資料外洩量與 AI 驅動攻擊成本雙雙創下紀錄——深度偽造、惡意內部人員，以及攻守雙方日益擴大的不對稱。
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Policy ENUS to Tell Allies: Pick a Side in the AI Race With China
A leaked State Department draft letter warns dozens of countries they cannot belong to both the US-led Pax Silica AI coalition and China's rival framework — the clearest sign yet that AI is splitting into two technological blocs.
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Policy 中美國告訴盟友：在中國 AI 競賽中選邊站
外流的美國國務院信函草稿警告數十個國家，不得同時加入美國主導的 Pax Silica AI 聯盟與中國的對抗框架——這是 AI 正分裂為兩大技術集團最明確的訊號。
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Industry ENIBM and OpenAI Forge Enterprise AI Partnership, Embedding GPT-5.6 Into Core Business Operations
IBM will embed OpenAI's GPT-5.6, Codex, and ChatGPT Work into its Consulting Advantage platform, train thousands of consultants through the OpenAI Partner Network, and join OpenAI's Elite partner tier — a bid to convert legacy enterprise workflows into AI-driven operations.
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Industry 中IBM 與 OpenAI 締結企業 AI 戰略聯盟，將 GPT-5.6 深度嵌入核心業務流程
IBM 將把 OpenAI 的 GPT-5.6、Codex 與 ChatGPT Work 嵌入 Consulting Advantage 平台，透過 OpenAI Partner Network 培訓數千名顧問，並加入 OpenAI 最高級合作夥伴——目標是將企業老舊流程全面轉型為 AI 驅動的營運模式。
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Industry ENNvidia Nears $100 Billion Backstop Deal for OpenAI's Ohio Mega Data Center
Nvidia is closing in on a deal to guarantee roughly $100 billion in financing for OpenAI's 10-gigawatt Ohio data center campus — a downsized but still unprecedented bet on AI infrastructure.
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Industry 中Nvidia 將為 OpenAI 俄亥俄超級資料中心提供約 1,000 億美元擔保，協議接近拍板
Nvidia 接近達成協議，為 OpenAI 位於俄亥俄州、規模達 10 GW 的資料中心園區擔保約 1,000 億美元融資——規模縮小，但仍是對 AI 基礎設施前所未有的大型押注。
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Industry ENGemini App Hits 1 Billion Monthly Users — Google's Fastest-Growing Product Ever
Google's Gemini app has officially crossed 1 billion monthly active users, becoming the fastest-growing product in the company's history and its 14th billion-user service.
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Industry 中Gemini App Hits 1 Billion Monthly Users — Google's Fastest-Growing Product Ever
Google's Gemini app has officially crossed 1 billion monthly active users, becoming the fastest-growing product in the company's history and its 14th billion-user service.
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Research ENWorld's First Superconducting Quantum Heat Engine Turns Near-Absolute-Zero Heat Into Work
Aalto University researchers demonstrated the first cyclic quantum heat engine in a superconducting circuit — a qubit-powered Otto cycle that could help scale quantum computers to hundreds of thousands of qubits.
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Research 中全球首個超導量子熱機問世：在接近絕對零度中把熱變成功
芬蘭阿爾托大學研究團隊在超導電路中實現了首個循環式量子熱機——以量子位元驅動的奧圖循環，未來可望協助量子電腦擴展到數十萬個量子位元。
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Industry ENOpenAI's Enterprise Business Overtakes Consumer as CFO Friar Courts Investors Ahead of IPO
OpenAI CFO Sarah Friar told investors that enterprise revenue now exceeds consumer revenue for the first time — a milestone that reframes the company's IPO story around durable, contract-based B2B growth.
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Industry 中OpenAI 企業營收首度超越消費端：CFO Friar 在 IPO 前向投資人揭示的新敘事
OpenAI 財務長 Sarah Friar 向投資人表示,企業業務營收首度超越消費端——這個里程碑把公司的 IPO 故事,重新定位在可長期延續的 B2B 合約成長上。
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Policy ENUncle Sam Builds an LLM: DOE's Genesis-Science-1 Aims to Be the Open-Weight Model for Research
The U.S. Department of Energy is building a new class of open-weight AI models for scientific discovery, with startup Arcee AI leading development of the first: Genesis-Science-1.
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Policy 中美國政府親自下場造模型：DOE 的 Genesis-Science-1 劍指科研用開放權重模型
美國能源部啟動 Genesis 開放模型計畫，攜手新創 Arcee AI 打造專為科學發現設計的開放權重基礎模型，首款 Genesis-Science-1 已進入開發階段。
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Industry ENCanva's $10 Billion Markdown: Blackbird and Airtree Cut Valuation as AI Costs Bite
Canva's longest-standing backers marked the design giant down to $34.9 billion after AI serving costs forced a growth-forecast cut from 30% to 20% — a warning shot for every SaaS company with an AI bill.
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Industry 中Canva 估值砍 100 億美元：AI 成本失控，Blackbird 與 Airtree 聯手下調
Canva 最資深的投資人將這家設計軟體巨頭的估值下修至 349 億美元——AI 服務成本迫使成長預測從 30% 砍到 20%，這是對所有背著 AI 帳單的 SaaS 公司的警世 shot。
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Industry ENMicrosoft Slashes Carbon Removal Purchases by 80% as AI's Power Bill Comes Due
Microsoft bought 80% fewer carbon removal credits this year as AI-driven electricity demand pushed its emissions up 25% — and the entire carbon removal market is feeling it.
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Industry ENGen Z vs. the AI Boom: New Poll Finds 70% of Young Americans Distrust AI's Billionaire Leaders
A new CNBC-Generation Lab survey of 1,088 Americans aged 18-34 finds deep pessimism about AI's career impact and startling distrust of tech billionaires — 81% distrust Palantir's Alex Karp, and 60% want data center construction slowed.
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Industry 中Gen Z 對決 AI 熱潮：最新民調顯示 70% 美國年輕人不信任 AI 億萬富翁領袖
CNBC 與 Generation Lab 針對 1,088 名 18 至 34 歲美國人的最新調查發現，年輕世代對 AI 的職涯衝擊深感悲觀，對科技億萬富翁的不信任度驚人——81% 不信任 Palantir 執行長 Alex Karp，60% 希望放緩資料中心建設。
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Industry ENAI Boom Drives Taiwan's Fastest Economic Growth in Nearly Four Decades
Taiwan lifts its 2026 GDP forecast to 11.05% — the strongest expansion since 1987 — as AI chip demand pushes export growth to a 50-year high.
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Industry ENGemini Hits 1 Billion Monthly Users — Google's Fastest-Growing Product Ever
Google's Gemini app has crossed 1 billion monthly active users, matching ChatGPT and becoming the fastest product in Google's history to reach the milestone.
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Industry 中Gemini 月活用戶突破 10 億——Google 史上成長最快的產品
Google 的 Gemini App 月活用戶正式突破 10 億，追平 ChatGPT,並成為 Google 歷史上最快達成此里程碑的產品。
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Industry ENAnthropic in Talks to Buy Decart for $6 Billion — Its Largest Deal Ever
Bloomberg reports Anthropic is negotiating a ~$6B acquisition of Israeli AI infrastructure startup Decart to squeeze more out of its compute — a landmark deal that marks the start of AI's consolidation era.
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Industry 中Anthropic 洽談以 60 億美元收購 Decart——史上最大規模的交易
Bloomberg 報導 Anthropic 正洽談以約 60 億美元收購以色列 AI 基礎設施新創 Decart，以提升運算資源的使用效率——這筆指標性交易標誌著 AI 產業整併時代的開端。
- Industry EN
Airbnb's Chesky: AI Writes 60% of the Code, and 'Founder Mode' Is How You Win
Brian Chesky says AI now writes 60% of Airbnb's new code — and that staying in 'founder mode,' not manager mode, is the key to winning the AI era.
- Industry 中
Airbnb 執行長 Chesky:AI 已寫了 60% 的程式碼,贏得 AI 時代的關鍵是「創辦人模式」
Brian Chesky 表示 AI 目前為 Airbnb 撰寫 60% 的新程式碼,並認為堅持「創辦人模式」而非「經理人模式」,才是企業在 AI 時代勝出的關鍵。
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Research ENAI Chip Performance Per Dollar Is Growing 49% Per Year, Doubling Every 1.7 Years
Epoch AI's latest data insight reveals AI chip price-performance is accelerating: 49% annual growth since 2023, doubling every 1.7 years — driven by Blackwell's dominance and a shift from logic to memory bottlenecks.
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Research 中AI 晶片性價比每年成長 49%，每 1.7 年翻倍——Epoch AI 最新數據洞見
Epoch AI 最新數據分析揭示，自 2023 年以來 AI 晶片的性價比每年成長 49%、每 1.7 年翻倍——由 Blackwell 架構主導，但記憶體成本攀升帶來隱憂。
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Industry ENOpenAI Enterprise Signals: Frontier Firms Pull 8.3x Ahead in AI Adoption
OpenAI's latest enterprise data reveals the gap between top AI adopters and typical firms has tripled to 8.3x in six months, with agentic AI now dominating enterprise token output.
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Industry 中OpenAI 企業訊號報告：頂尖企業 AI 採用差距擴大至 8.3 倍
OpenAI 最新企業數據顯示，頂尖 AI 採用者與一般企業的差距在六個月內擴大至 8.3 倍，代理式 AI 已主導企業 Token 產出。
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Industry ENOpenAI's Revenue Run Rate Tops $40 Billion as IPO Looms
OpenAI's annualized revenue run rate has surpassed $40 billion, nearly doubling since late 2025, driven by Codex agents and ChatGPT Work as the company prepares for its blockbuster IPO.
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Industry 中OpenAI 年化營收突破 400 億美元——IPO 在即
OpenAI 的年化營收已超過 400 億美元，較 2025 年底近乎翻倍。Codex 程式碼代理與 ChatGPT Work 企業版成為增長引擎，為即將到來的歷史性 IPO 鋪路。
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Models ENWriter's Palmyra X6 Cuts AI Agent Costs by 52% as Enterprise Token Bills Surge
Writer's new Palmyra X6 model — a 744B-parameter MoE — slashes AI agent costs by 52%, improves speed by 48%, and boosts quality by 10% through a redesigned orchestration harness.
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Models 中Writer Palmyra X6 將 AI 代理成本削減 52%——企業 Token 帳單暴漲時代的解方
Writer 全新 Palmyra X6 模型——744B 參數 MoE 架構——透過重新設計的編排框架，將 AI 代理成本降低 52%、速度提升 48%、品質提升 10%。
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Tools ENOpenAI Launches Ultrafast Mode: GPT-5.6 Sol at 750 Tokens Per Second via Cerebras
OpenAI is previewing Ultrafast, a new API service tier that runs GPT-5.6 Sol at up to 750 output tokens per second — 14× faster than Standard mode — powered by Cerebras wafer-scale hardware.
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Tools 中OpenAI 推出 Ultrafast 模式：GPT-5.6 Sol 搭載 Cerebras 達每秒 750 Token
OpenAI 預覽全新 Ultrafast API 服務層，搭載 Cerebras 晶圓級硬體，讓旗艦模型 GPT-5.6 Sol 以每秒 750 token 的速度生成——比標準模式快 14 倍。
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Industry ENNVIDIA Turns GPUs Into an Investable Asset Class With $500B Wall Street Financing Deal
NVIDIA partnered with six Wall Street giants to mobilize over $500 billion in third-party capital for AI infrastructure, reframing GPU compute as a new investable asset class.
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Industry 中NVIDIA 攜手華爾街六大巨頭，五千億美元將 GPU 運算重塑為可投資資產
NVIDIA 與六大華爾街金融機構合作，計畫動員超過五千億美元第三方資金投入 AI 基礎設施，將 GPU 運算重新定義為新型可投資資產類別。
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Models ENDeepSeek V4-Pro-0813 Goes GA: 1.6T Open-Weight Reasoning Flagship Challenges Closed Models
DeepSeek's 1.6T-parameter MoE flagship exits preview with a 96.4% SWE-bench score, MIT open weights, and pricing 57x cheaper than top closed models.
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Models 中DeepSeek V4-Pro-0813 正式上線：1.6 兆參數開源旗艦挑戰閉源模型
DeepSeek 的 1.6 兆參數 MoE 旗艦模型脫離預覽階段，以 96.4% 的 SWE-bench 成績、MIT 開源授權，以及僅頂級閉源模型 57 分之 1 的價格正式上線。
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Models ENOpenAI Hits the Brakes: Astra Model Triggers First-Ever Critical Cybersecurity Threshold
OpenAI paused parts of its unreleased Astra model after internal tests hit a Critical cybersecurity threshold — then expanded Daybreak with GPT-5.6-Cyber and shipped it to AWS Bedrock.
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Models 中OpenAI 緊急煞車：Astra 模型首次觸發「重大」網路安全門檻
OpenAI 在內部測試發現未發布的 Astra 模型達到「重大」網路安全門檻後暫停部分開發，隨後擴展 Daybreak 計畫、推出 GPT-5.6-Cyber 並上架 AWS Bedrock。
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Industry ENDatabricks Closes $5B Round at $190B Valuation as CEO Declares AGI 'Already Arrived'
Databricks surpasses $7B in revenue run-rate, closes a $5B strategic round at a $190B valuation, and CEO Ali Ghodsi says AGI has already arrived.
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Industry 中Databricks 完成 50 億美元融資、估值達 1900 億，CEO 宣稱 AGI「已經到來」
Databricks 年化營收突破 70 億美元，完成 50 億美元戰略融資、估值達 1900 億美元，CEO Ali Ghodsi 宣告 AGI 已經到來。
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Industry ENVantage Data Centers Explores Record $100 Billion IPO Amid AI Infrastructure Boom
Backed by Silver Lake and DigitalBridge, Vantage Data Centers is weighing an IPO at a $100 billion valuation — potentially raising $10 billion.
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Industry 中Vantage Data Centers 傳評估千億美元 IPO，AI 基礎設施熱潮推升估值
由 Silver Lake 與 DigitalBridge 支持的 Vantage Data Centers 正考慮以約 1,000 億美元估值進行 IPO，預計募集約 100 億美元。
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Industry ENAnthropic Eyes $6 Billion Decart Acquisition in Bid to Control Inference Costs
Anthropic is in advanced talks to acquire Israeli AI startup Decart for roughly $6 billion, a deal that would bring critical inference optimization technology in-house as compute costs become the dominant battleground for frontier AI labs.
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Industry 中Anthropic 洽談以 60 億美元收購 Decart，全力掌控推論成本
Anthropic 正與以色列 AI 新創公司 Decart 進行收購談判，金額約 60 億美元。此交易將把關鍵的推論優化技術納入內部，凸顯運算成本已成為前沿 AI 實驗室的主要戰場。
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Tools ENOkta Targets AI Agent Token Costs With Identity-Based MCP Tool Scoping
Okta's new MCP tool-scoping feature cuts visible tools by up to 90%, shrinking the 'tool tax' that inflates every AI agent's token bill.
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Tools 中Okta 以身份導向 MCP 工具範圍控制，降低 AI 代理 Token 成本
Okta 全新 MCP 工具範圍控制功能可將模型可見工具數削減達 90%，大幅縮減墊高每次 AI 代理 token 帳單的「工具稅」。
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Industry ENFermi America Lands $6.5B Tenant and New CEO for Texas AI Mega-Campus
After months of turmoil and zero clients, Fermi America secured a $6.5 billion lease with TensorWave and appointed TerraPower veteran Lee McIntire as CEO — signaling a turnaround for its 17GW Project Matador AI campus in the Texas Panhandle.
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Industry 中Fermi America 簽下 65 億美元租戶与新執行長，德州 AI 超級園區起死回生
歷經數月的動盪與零客戶窘境後，Fermi America 與 TensorWave 簽訂 65 億美元租賃協議，並任命 TerraPower 老將 Lee McIntire 為執行長——為其位於德州狹長地帶、規劃容量 17GW 的 Project Matador AI 園區帶來轉機。
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Industry ENTencent's AI Bet: Capex Triples to $7.8B as Q2 Revenue Hits $30.4B
Tencent Q2 2026 revenue rose 11% to RMB 204.8B as AI capex surged 176% to RMB 52.8B, turning free cash flow negative for the first time in years.
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Industry 中騰訊的 AI 豪賭：資本支出暴增至 78 億美元，Q2 營收達 304 億美元
騰訊 2026 年第二季營收成長 11% 至人民幣 2,048 億元，AI 資本支出暴增 176% 至 528 億元，自由現金流首次轉為負值。
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Tools ENOpenAI Ships ChatGPT Desktop App to Linux with Codex in Preview
OpenAI launched the ChatGPT desktop app for Linux in preview, bundling ChatGPT, ChatGPT Work, and Codex into one native experience across Ubuntu, Debian, and Fedora.
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Tools 中OpenAI 推出 Linux 版 ChatGPT 桌面應用，Codex 同步進入預覽
OpenAI 推出 Linux 版 ChatGPT 桌面應用預覽版，將 ChatGPT、ChatGPT Work 與 Codex 整合為單一原生體驗，支援 Ubuntu、Debian 與 Fedora。
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Industry ENAI Megadeals Swallowed 87.5% of All US Venture Dollars in H1 2026
PitchBook's Q2 2026 report reveals that rounds of $100M+ consumed 87.5% of every US venture dollar in the first half of 2026, with AI companies trading at 6.6x their non-AI peers at Series D and beyond.
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Industry 中AI 巨額融資吞下 2026 上半年美國 87.5% 創投資金
PitchBook 的 2026 年第二季報告顯示，超過 1 億美元的融資輪消耗了 2026 上半年每一美元創投資金的 87.5%，AI 公司在 D 輪及以後的估值達到非 AI 同業的 6.6 倍。
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Industry ENAnthropic Builds Its Own Data Center Empire: Theseus Infrastructure Partners with Macquarie and GIC
Anthropic launched Theseus Infrastructure with Macquarie and Singapore's GIC to build dedicated AI data centers — a vertical integration play that reshapes the AI infrastructure landscape ahead of its IPO.
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Industry 中Anthropic 打造自有資料中心帝國：Theseus Infrastructure 攜手麥格理與新加坡 GIC
Anthropic 與麥格理資產管理及新加坡主權基金 GIC 成立 Theseus Infrastructure，建造專屬 AI 資料中心——一項在 IPO 前夕重塑 AI 基礎設施版圖的垂直整合大戰略。
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Industry ENCisco's Record Q4: $9.3B in AI Orders Ignites a Networking Supercycle
Cisco posted record Q4 FY2026 revenue of $17.3B and guided FY2027 to $72-73B, powered by $9.3B in AI infrastructure orders — 4.5x the prior year.
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Industry 中Cisco 創紀錄第四季：93 億美元 AI 訂單引爆網路超級週期
Cisco 公布 2026 會計年度第四季創紀錄營收 173 億美元，2027 年度營收指引上看 722-734 億美元，AI 基礎設施訂單達 93 億美元，為前一年的 4.5 倍。
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Industry ENCoreWeave's $104 Billion Backlog: The Neocloud Era Hits Hyperdrive as Q2 Revenue Doubles
CoreWeave posted Q2 2026 revenue of $2.58B, up 112% YoY, with a record $104.2B revenue backlog and raised full-year guidance — the clearest signal yet that the AI infrastructure buildout is accelerating, not slowing.
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Industry 中CoreWeave 1040 億美元訂單積壓：新雲時代進入超速檔，Q2 營收翻倍
CoreWeave 公布 2026 年第二季營收 25.8 億美元、年增 112%，訂單積壓創紀錄達 1042 億美元並上調全年指引——這是 AI 基礎設施建設正在加速而非放緩的最明確訊號。
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Models ENNVIDIA's Nemotron 3.5 Lightning: A 30B MoE Built for the Grunt Work of AI Agents
NVIDIA released Nemotron 3.5 Lightning — a 30B parameter mixture-of-experts model with just 3B active, engineered for the high-volume execution layer of always-on AI agents. Up to 4x faster output, 1M token context, and open weights for commercial use.
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Models 中NVIDIA Nemotron 3.5 Lightning：為 AI 代理苦差事而生的 30B 混合專家模型
NVIDIA 發布 Nemotron 3.5 Lightning——一個總參數量 30B、每 token 僅啟動 3B 的混合專家模型，專為常駐型 AI 代理的高頻執行層設計。輸出速度最快提升 4 倍、支援 100 萬 token 上下文，開源權重且可商用。
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Industry ENxAI Co-Founder's River AI Raises $1.1B to Build an Open, Trainable AI Stack
Two-month-old River AI, founded by xAI co-founder Igor Babuschkin, secured $1.1B led by General Catalyst to let anyone fine-tune and own open-weight AI models in minutes.
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Industry 中xAI 共同創辦人的 River AI 募資 11 億美元，打造開源可訓練 AI 技術堆疊
成立僅兩個月的 River AI，由 xAI 共同創辦人 Igor Babuschkin 創立，獲 General Catalyst 領投 11 億美元，讓任何人都能在數分鐘內微調並擁有開源 AI 模型。
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Industry ENCerebras Beats Expectations as Cloud Revenue Explodes 281%: The Wafer-Scale Threat to NVIDIA
Cerebras Systems posted Q2 2026 revenue of $209.9M with cloud revenue up 281% YoY, beating estimates. The wafer-scale chipmaker is turning its OpenAI mega-deal into real numbers — even as margin pressure persists.
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Industry 中Cerebras 財報超預期、雲端營收暴增 281%：晶圓級晶片對 NVIDIA 的最大威脅
Cerebras Systems 公布 2026 年第二季營收 2.099 億美元，雲端營收年增 281%，超出市場預期。這家晶圓級晶片公司正在將與 OpenAI 的超級合約轉化為實質數字——即使利潤率壓力依然存在。
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Models ENOpenAI Expands Daybreak with GPT-5.6-Cyber and Lands on AWS Bedrock
OpenAI launches GPT-5.6-Cyber for authorized security work and brings Daybreak Blue and Red tiers to Amazon Bedrock — the company's most aggressive cybersecurity push yet.
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Models 中OpenAI 擴大 Daybreak 戰線：GPT-5.6-Cyber 登場並進駐 AWS Bedrock
OpenAI 推出專為資安任務打造的 GPT-5.6-Cyber，並將 Daybreak Blue 與 Red 兩個等級帶上 Amazon Bedrock——這是該公司迄今最具野心的網路安全佈局。
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Industry ENBlacksmith's Valuation Jumps 10x to $550M as AI Coding Fuels Code Validation Demand
AI code-testing startup Blacksmith raises $45M Series B from Peak XV Partners at a $550M valuation, riding the wave of AI-generated code flooding software pipelines.
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Industry 中Blacksmith 估值一年飆升十倍至 5.5 億美元，AI 程式碼浪潮引爆驗證需求
AI 程式碼測試新創 Blacksmith 獲 Peak XV Partners 領投 4,500 萬美元 B 輪融資，估值達 5.5 億美元，乘著 AI 生成程式碼大量湧入軟體管線的浪潮。
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Tools ENPerplexity Wants to Be Your Entire Engineering Team: Inside Computer for Builders
Perplexity's Computer for Builders orchestrates 15+ frontier models across 400+ apps to write code, ship PRs, deploy infrastructure, and track growth — autonomously. Is the solo-founder dream finally real?
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Tools 中Perplexity 想成為你的整個工程團隊：深入解析 Computer for Builders
Perplexity 的 Computer for Builders 協調 15 種以上前沿模型，橫跨 400 多個應用程式，自動寫程式、提交 PR、部署基礎設施並追蹤成長。單人創業的夢想終於成真了嗎？
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Industry ENNvidia Enlists Wall Street Giants for $500 Billion AI Infrastructure Financing
Nvidia partners with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs, and KKR to mobilize over $500 billion for AI compute buildout, redefining GPU clusters as an investable asset class.
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Industry 中輝達聯手華爾街巨頭，募集 5000 億美元打造 AI 基礎設施
輝達與阿波羅、貝萊德、黑石、博楓、高盛與 KKR 合作，動員超過 5000 億美元第三方資金建設 AI 算力基礎設施，將 GPU 叢集重新定義為可投資的資產類別。
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Models ENLiquid AI Ships LFM2.5-2.6B: Open-Weight Agentic Model That Runs on Your Phone
Liquid AI's 2.6B parameter model plans, calls tools, and runs multi-step agent workflows entirely on-device at 220 tokens/s — no cloud, no GPU required.
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Models 中Liquid AI 發布 LFM2.5-2.6B：能在手機上運行的開源代理模型
Liquid AI 的 2.6B 參數模型能夠在裝置端進行規劃、呼叫工具、執行多步驟代理任務，速度達每秒 220 tokens，完全不需雲端或 GPU。
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Meta ENMistral AI Bets 1 Gigawatt on European Sovereign Compute
Mistral AI unveils regional inference endpoints, European Compute Units, and a roadmap to 1 GW of EU-based AI compute by 2030 — powered by NVIDIA Vera Rubin.
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Meta 中Mistral AI 押注 1 GW 歐洲主權算力
Mistral AI 推出區域推理端點、歐洲算力單位（ECU），以及 2030 年前建置 1 GW 歐洲 AI 算力的藍圖——以 NVIDIA Vera Rubin 為核心。
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Industry ENSuper Micro's Q4 FY2026 Shock: Margins Double, Revenue Nearly Hits $40 Billion, FY2027 Guidance Blows Past Wall Street
Super Micro Computer posted record fiscal 2026 revenue of $39.1B with Q4 gross margins nearly doubling to 17.5%, guided FY2027 to $65–72B — far above consensus — and disclosed a $60B order book amid surging AI infrastructure demand.
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Industry 中Super Micro FY2026 第四季財報震撼：毛利率翻倍、營收近 400 億美元、FY2027 指引遠超華爾街預期
Super Micro Computer 公布 FY2026 營收 391 億美元的歷史新高，Q4 毛利率近乎翻倍至 17.5%，FY2027 營收指引設定在 650 至 720 億美元，遠超分析師共識，並揭露 600 億美元訂單存量。
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Industry ENFoxconn's AI Servers Overtake the iPhone: Q2 Earnings Mark a Historic Inflection Point
Foxconn's cloud and networking segment surpassed 50% of revenue for the first time, as Q2 profit jumped 35% to NT$59.97 billion on surging AI server demand.
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Industry 中鴻海 AI 伺服器超越 iPhone：Q2 財報標誌歷史性轉折點
鴻海雲端網路產品營收佔比首次突破 50%，第二季淨利大增 35% 至 599.7 億新台幣，AI 伺服器需求全面爆發。
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Industry ENRyanair Bets Big on Google Cloud: Five-Year AI Partnership Targets 300 Million Passengers
Europe's largest airline signs a five-year deal with Google Cloud to deploy Gemini Enterprise agents and DeepMind models across crew logistics, flight operations, and maintenance.
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Industry 中Ryanair 押注 Google Cloud：五年 AI 合作夥伴關係劍指三億旅客目標
歐洲最大航空公司與 Google Cloud 簽署五年協議，全面部署 Gemini Enterprise 智能代理與 DeepMind 模型，改造機組調度、航班營運與維修流程。
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Industry ENIntel Raises $20 Billion in Historic Stock Offering to Fuel AI Chip Ambitions
Intel upsized its stock offering from $15B to $20B at $95 per share, the largest equity raise in semiconductor history, to fund its AI-driven foundry turnaround under CEO Lip-Bu Tan.
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Industry 中Intel 募資 200 億美元 寫下半導體史上最大規模股票發行
Intel 將股票發行規模從 150 億美元上調至 200 億美元，每股定價 95 美元，為半導體產業史上最大股權融資，全力推動 CEO Lip-Bu Tan 主導的 AI 晶圓代工復興計畫。
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Industry ENCoreWeave Doubles Revenue to $2.58B as AI Cloud Demand Surges
CoreWeave posted Q2 2026 revenue of $2.58B, up 112% year-over-year, with a record $104B revenue backlog. But net losses widened to $626M as the AI cloud provider pours capital into infrastructure.
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Industry 中CoreWeave 營收翻倍至 25.8 億美元，AI 雲端需求持續暴增
CoreWeave 公布 2026 年第二季營收達 25.8 億美元，年增 112%，積壓訂單創下 1,040 億美元的歷史新高。但隨著這家 AI 雲端供應商大舉投入基礎設施，淨虧損也擴大至 6.26 億美元。
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Industry ENAnthropic Bets $9.1 Billion on a Texas Bitcoin Mine for Two Decades of AI Compute
Anthropic locked in 191 MW of data-center capacity for 20 years from Riot Platforms' Rockdale, Texas campus — the largest AI-mining infrastructure deal yet.
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Industry 中Anthropic 斥資 91 億美元，向德州比特幣礦場租下二十年 AI 算力
Anthropic 與 Riot Platforms 簽訂 91 億美元、為期 20 年的協議，租下德州 Rockdale 園區 191 MW 資料中心容量——迄今最大規模的 AI 礦場基礎設施交易。
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Models ENNVIDIA Bets on a Trillion: Nemotron 4 Aims to Be the World's Best Open-Source AI Model
NVIDIA is developing Nemotron 4, an open-source AI model family with a flagship exceeding 1 trillion parameters — roughly double the current Nemotron 3 Ultra — targeting dominance in the open-weight race against DeepSeek, Qwen, and Llama.
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Models 中NVIDIA 押注一兆參數：Nemotron 4 劍指全球最強開源 AI 模型
NVIDIA 正在開發 Nemotron 4 開源 AI 模型家族，旗艦模型將突破 1 兆參數，約為現有 Nemotron 3 Ultra 的兩倍，目標在開源權重競賽中挑戰 DeepSeek、Qwen 與 Llama 的領先地位。
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Industry ENSemiconductor Sales Shatter Records: Q2 2026 Hits $403 Billion as AI Devours Every Chip
Global semiconductor sales reached $403.3 billion in Q2 2026 — up 35.1% from Q1 and 123.6% year-over-year in June — as AI-driven demand pushes the industry toward a projected $1.5 trillion year.
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Industry 中半導體銷售創歷史新高：2026 年第二季突破 4030 億美元，AI 吞噬每一顆晶片
全球半導體銷售額在 2026 年第二季達到 4033 億美元——季增 35.1%，六月單月年增 123.6%——AI 驅動的需求正將整個產業推向 1.5 兆美元的歷史大關。
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Models ENNVIDIA's Nemotron 3.5 Lightning: A 30B MoE Model That Thinks Like a 3B Model
NVIDIA releases Nemotron 3.5 Lightning — an open 30B mixture-of-experts model with only 3B active parameters, cutting agent inference costs by 58% and runtime by 33% while running 4x faster than comparable dense models.
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Models 中NVIDIA Nemotron 3.5 Lightning：擁有 300 億參數，卻只用 30 億在思考的開源 AI 模型
NVIDIA 發布 Nemotron 3.5 Lightning——一個擁有 300 億參數、但每次推論僅啟動 30 億參數的開源 MoE 模型，將 AI 代理推論成本降低 58%、執行時間縮短 33%，速度更比同等級密集模型快 4 倍。
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Industry ENNVIDIA Enlists Wall Street Giants for $500 Billion AI Infrastructure Blitz
NVIDIA has signed memorandums of understanding with Apollo, Blackstone, BlackRock, Goldman Sachs, KKR, and Brookfield to mobilize over $500 billion in third-party capital for AI compute infrastructure — the largest private-sector financing effort in the history of the technology industry.
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Industry 中NVIDIA 聯手華爾街巨頭，啟動 5000 億美元 AI 基礎設施大計
NVIDIA 與 Apollo、Blackstone、BlackRock、Goldman Sachs、KKR 及 Brookfield 簽署合作備忘錄，計畫動員超過 5000 億美元的第三方資金投入 AI 運算基礎設施——這是科技史上規模最大的民間融資計畫。
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Industry ENIBM and Together AI Bet $240 Million on NVIDIA B300: A New Front in the Open-Source AI Infrastructure War
IBM signed a $240M deal with Together AI to deploy a large NVIDIA HGX B300 inference cluster on IBM Cloud — positioning Big Blue as the enterprise host for the open-source AI revolution.
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Industry 中IBM 與 Together AI 豪擲 2.4 億美元押注 NVIDIA B300：開源 AI 基礎設施大戰的新戰線
IBM 與 Together AI 簽署 2.4 億美元協議，在 IBM Cloud 部署大規模 NVIDIA HGX B300 推論叢集——讓藍色巨人成為開源 AI 革命的企業級宿主。
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Industry ENRiver AI Raises $1.1B to Build Open AI Infrastructure Stack
xAI co-founder Igor Babuschkin's new startup River AI closes a $1.1B round led by General Catalyst to let enterprises train and own custom models on open weights.
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Industry 中River AI 募資 11 億美元，打造開源 AI 基礎架構堆疊
xAI 共同創辦人 Igor Babuschkin 的新創 River AI 完成 11 億美元融資，由 General Catalyst 領投，協助企業以開源權重訓練並擁有自有模型。
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Models ENMeta Open-Sources Muse Glimmer: A 30B Agentic Model That Runs on a Single GPU
Meta's new Apache 2.0-licensed 30-billion-parameter model brings always-on agentic AI to consumer hardware — no cloud required.
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Models 中Meta 開源 Muse Glimmer：30B 參數智能體模型，單張 GPU 即可運行
Meta 推出 Apache 2.0 授權的 300 億參數 AI 模型，將全天候智能體能力帶到消費級硬體——無需雲端。
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Industry ENIntel Raises $20 Billion in Massive Stock Offering to Fuel AI Chip Ambitions
Intel upsized its stock offering from $15B to $20B at $95/share, betting big on surging AI compute demand after a year-long 175% stock surge.
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Industry 中英特爾募資 200 億美元 大規模釋股全力衝刺 AI 晶片佈局
英特爾將股票發行規模從 150 億美元擴大至 200 億美元，每股定價 95 美元，在股價一年大漲 175% 後押注 AI 運算需求持續爆發。
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Industry ENAnthropic Joins the Custom Silicon Race: Building In-House Chips for Claude
Anthropic confirms an in-house chip design team for Claude AI, partnering with Samsung and poaching OpenAI's silicon talent to cut inference costs.
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Industry 中Anthropic 加入自研晶片競賽：為 Claude 打造專屬客製化矽晶片
Anthropic 確認組建內部晶片設計團隊，與三星合作並挖角 OpenAI 矽晶片人才，目標降低 Claude 推論成本。
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Industry ENNovo Nordisk Bets Big on AWS: Inside the AI Co-Innovation Hub Reshaping Drug Discovery
Novo Nordisk named AWS its preferred cloud and AI partner, launching a co-innovation hub in London to compress drug discovery timelines using Amazon Bio Discovery and Bedrock AgentCore.
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Industry 中諾和諾德攜手 AWS：倫敦 AI 共創樞紐如何重塑藥物研發
諾和諾德宣佈 AWS 為首選雲端與 AI 戰略夥伴，在倫敦設立共創樞紐，運用 Amazon Bio Discovery 與 Bedrock AgentCore 壓縮藥物研發時程。
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Industry ENAnthropic's $9.1 Billion Bet on a Bitcoin Miner's Data Center
Anthropic signed a 20-year, $9.1 billion lease with Bitcoin miner Riot Platforms for 191 MW of compute in Texas — the latest and largest deal in the great mining-to-AI infrastructure pivot.
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Industry 中Anthropic 與比特幣礦企 Riot 簽下 91 億美元算力大單
Anthropic 與比特幣挖礦公司 Riot Platforms 簽署為期 20 年、總值 91 億美元的德州數據中心租賃協議，取得 191 MW 算力——這是礦企轉型 AI 基礎設施浪潮中迄今最大的一筆交易。
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Tools ENDiscovered Materials Raises $9M to Let AI Agents Hunt for Cooler Chips
Y Combinator-backed Discovered Materials closed a $9M seed to deploy swarms of AI agents that discover novel semiconductor materials capable of taming the heat crisis in AI data centers.
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Tools 中Discovered Materials 籌得 900 萬美元，用 AI 智能體尋找更涼的晶片材料
Y Combinator 培育的新創 Discovered Materials 完成 900 萬美元種子輪融資，部署 AI 智能體群來發現新型半導體材料，解決 AI 資料中心日益嚴峻的散熱危機。
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Tools ENCloudflare Gives AI Agents an Identity and a Wallet
Cloudflare Wallets and cloudflare.pay give AI agents stablecoin wallets, verifiable identity, and spending guardrails via the x402 protocol.
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Tools 中Cloudflare 為 AI 代理人打造身份與錢包
Cloudflare Wallets 與 cloudflare.pay 透過 x402 協定，為 AI 代理人提供穩定幣錢包、可驗證身份與消費防護機制。
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Industry ENGartner: AI-Optimized Cloud Infrastructure Spending Doubles to $42 Billion in 2026
Gartner's August 10 forecast projects AI-optimized IaaS spending will grow 96% to $42 billion in 2026, with inference workloads overtaking training as the dominant cost driver.
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Industry 中Gartner：2026 年 AI 優化雲端基礎設施支出翻倍至 420 億美元
Gartner 8 月 10 日發布的最新預測指出，2026 年 AI 優化 IaaS 支出將成長 96% 至 420 億美元，推論工作負載正式超越訓練，成為最大的成本驅動因素。
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Industry ENLenders Pull Back as AI Data Center Backlash Threatens $130 Billion in Projects
A Reuters investigation reveals banks and asset managers are tightening data center financing as community opposition blocks record numbers of AI infrastructure projects across the United States.
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Industry 中資金撤退：AI 資料中心抗爭潮威脅 1300 億美元投資計畫
路透社調查報告揭示，隨著社區反對運動在全美各地阻擋創紀錄的 AI 基礎設施計畫，銀行與資產管理公司正在收緊資料中心的融資條件。