Nvidia / Nvidia
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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 ENFinancing Is the Product: Broadcom Lines Up $50 Billion So OpenAI Can Buy Its Own Chips
Broadcom is arranging over $50 billion in private credit for OpenAI's Nexus custom-silicon program, its third vendor-financing package since June — and the clearest sign yet that in the AI buildout, the money is now part of the machine.
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Industry 中融資即產品：Broadcom 為 OpenAI 籌措 500 億美元，讓它買下自家晶片
Broadcom 正為 OpenAI 的 Nexus 自訂晶片計畫安排超過 500 億美元私募信貸，這是它 6 月以來第三筆供應商融資方案——也清楚說明在 AI 建設浪潮中，資金本身已成為機器的一部分。
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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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Industry ENFrom 24 Million Clones to the Boardroom: Nous Research Confirms $90M Series B, Launches Hermes for Businesses
The open-source Hermes Agent maker has closed a $90 million Series B at a $1.5 billion valuation and is heading to the enterprise with private, self-hosted AI agents.
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Industry 中從 2,400 萬次克隆走向企業市場：Nous Research 確認 9,000 萬美元 B 輪融資，推出 Hermes for Businesses
開源 AI 代理 Hermes 的開發商以 15 億美元估值完成 9,000 萬美元 B 輪融資，並推出強調資料隱私與自主部署的企業版 AI 代理產品。
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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 ENOne Petaflop in Your Lap: Microsoft Bets the PC's Next Chapter on Local AI
At its San Francisco event today, Microsoft pairs Satya Nadella with Jensen Huang to launch the RTX Spark-powered Surface Laptop Ultra and an agentic vision for Windows — the biggest PC bet since Copilot+.
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Industry 中一兆次運算放進筆電：微軟把 PC 的下一章押在本地 AI 上
微軟今天在舊金山舉行發表會，由 Nadella 與黃仁勳同台，推出搭載 RTX Spark 的 Surface Laptop Ultra 與代理式 Windows 願景——這是 Copilot+ 之後微軟最大的一次 PC 豪賭。
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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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Models ENBeam Lands: Reflection AI Ships a 501B-Parameter Open-Weight Model That Matches GLM-5.2 on a Fraction of the Compute
Reflection AI has officially unveiled Beam, a 501B-parameter sparse MoE model with 23B active per token, SWE-bench Verified at 80.9, and reasoning on par with Z.ai's GLM-5.2 using 3-4x less inference compute — the first credible American answer to China's open-weight dominance.
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Models 中Beam 正式登場：Reflection AI 發布 501B 參數開放權重模型，以更少算力追平 GLM-5.2
Reflection AI 正式發表 Beam——總參數 501B、每 token 僅啟動 23B 的稀疏 MoE 模型，SWE-bench Verified 達 80.9，推理表現與 Z.ai 的 GLM-5.2 相當但推論算力只需 3-4 分之一，是美國陣營對中國開源模型壟斷局面的首次強力回應。
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Industry ENThe License That Ate the Company: Ex-Groq Engineers Sue Over Nvidia's $20 Billion Deal
Two former Groq engineers told Delaware's Court of Chancery that Nvidia's $20 billion 'licensing' deal was an acqui-hire in disguise that paid insiders billions and left common stockholders behind.
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Industry 中吃掉整家公司的「授權」：前 Groq 工程師就 Nvidia 200 億美元交易提告
兩位前 Groq 工程師向德拉瓦州衡平法院指控，Nvidia 的 200 億美元「授權」協議實為變相收購，內部人士獲利數十億美元，普通股股東卻被拋在後頭。
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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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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 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 EN343 Machines That Print AI Chips: New Report Puts Hard Numbers on China's ASML Stockpile
A Center for Technology & Statecraft report estimates Chinese fabs now hold 343 immersion DUV lithography systems — enough to keep printing 7nm-class Huawei Ascend AI chips — and calls for a China-wide export ban.
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Policy 中343 台印製 AI 晶片的機器：新報告量化中國的 ASML 微影設備庫存
Center for Technology & Statecraft 報告估計，中國晶圓廠已累積 343 台浸潤式 DUV 微影設備——足以持續量產 7 奈米級華為昇騰 AI 晶片——並呼籲全面對中禁運。
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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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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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Policy ENThe Spy Chief Who Will Police the Machines: Trump Taps DNI Jay Clayton as AI Czar
Days after telling Congress superintelligence is a national-security issue, Director of National Intelligence Jay Clayton is set to add the AI czar portfolio — keeping both jobs while the White House rejects new AI rules in favor of industry self-policing.
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Policy 中監控機器的人：川普欽點國家情報總監 Jay Clayton 出任 AI 沙皇
才剛向國會表示超級智慧是國安議題的國家情報總監 Jay Clayton，可望兼任 AI 沙皇——在白宮拒絕新管制、力推產業自律之際，一人同時掌管情報體系與 AI 政策。
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Tools ENSix Repos Against CUDA: DeepSeek and Huawei Open-Source the Ascend Software Stack
DeepSeek has open-sourced its Ascend software stack — TileLang, DeepGEMM, DeepEP, FlashMLA, TileKernels, and DeepSelect — giving Huawei's chips a CUDA-alternative toolkit that already powers most operators in DeepSeek V4 training.
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Tools 中六個開源儲存庫對決 CUDA：DeepSeek 與華為開源 Ascend 軟體堆疊
DeepSeek 開源了完整 Ascend 軟體堆疊——TileLang、DeepGEMM、DeepEP、FlashMLA、TileKernels 與 DeepSelect——為華為晶片提供 CUDA 之外的完整工具鏈，且已在 DeepSeek V4 訓練中承擔多數算子。
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Tools ENHalf the Memory, Two-Thirds the Price: DGX Spark 64GB Brings Local Agents Down to $4,999
NVIDIA's new 64GB DGX Spark cuts the entry price of a Grace Blackwell desktop to $4,999, runs 100B-parameter models on device, and clusters two units to 128GB via the new Sync Cluster Assistant.
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Tools 中記憶體減半、價格省三分之二：DGX Spark 64GB 把本地 AI 代理的入門價降到 4,999 美元
NVIDIA 推出 64GB 版 DGX Spark，把 Grace Blackwell 桌上型 AI 主機的入門價砍到 4,999 美元，單機可跑 100B 參數模型，兩台透過新版 Sync Cluster Assistant 叢集可擴充到 128GB。
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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 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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Policy ENThe $300 Million Suitcase: Feds Arrest Earthmade CEO for Smuggling Nvidia GPU Servers to China
Federal prosecutors charge Greg Lui, owner of Earthmade Computer, with routing more than $300 million of export-controlled Nvidia GPU servers to China through Malaysia and Singapore — the same week Bloomberg traced state-backed Chinese financing into restricted B300 hardware.
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Policy 中3 億美元的走私案：美國司法部逮捕 Earthmade 負責人，指控其將 Nvidia GPU 伺服器走私至中國
美國聯邦檢方起訴 Earthmade Computer 負責人 Greg Lui，指控他經由馬來西亞與新加坡轉運，將超過 3 億美元的出口管制 Nvidia GPU 伺服器走私至中國——同一週，彭博揭露中國國家背景資金正為受限 B300 晶片的收購提供融資。
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Industry EN"Not Everybody Always Wins": Bank of England Governor Warns AI Boom Could Trigger Market Shocks
In a BBC interview, Andrew Bailey says the Bank is watching the huge waves of cash flowing into AI 'very carefully', warns of asset price corrections, AI-assisted cyber attacks, and untraceable deepfakes — while hailing AI's potential to strengthen UK growth.
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Industry 中「不是每個人都能永遠贏」：英國央行總裁警告 AI 熱潮可能引發市場震盪
英國央行總裁 Andrew Bailey 接受 BBC 專訪時表示，央行正「非常仔細地」關注湧入 AI 的巨額資金，並警告資產價格可能出現修正、AI 驅動的網路攻擊與難以追溯的深偽影像，同時肯定 AI 有強化英國成長的潛力。
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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 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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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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Industry ENThe Missing Signature: OpenAI Quietly Works With Nvidia's Agent-Safety Alliance While Staying Off Its Roster
TechCrunch reports OpenAI is privately cooperating with Nvidia's Open Agent Safety Platform while declining to sign its public roster — the latest turn in the industry's scramble to contain rogue AI agents.
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Industry 中缺席的簽名：OpenAI 一邊私下與 Nvidia 的代理安全聯盟合作，一邊拒絕公開掛名
TechCrunch 揭露：OpenAI 私下與 Nvidia 的 Open Agent Safety Platform 合作，卻不願公開列入支持名單——這是全產業圍堵失控 AI 代理的最新一章。
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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 ENThe CUDA Killer Is Free: DeepSeek Open-Sources Its Entire Huawei Ascend Toolkit
DeepSeek publicly releases TileLang, DeepGEMM, DeepEP and its full Huawei Ascend software stack — the clearest attempt yet to erase the switching cost that has locked the AI industry into Nvidia's CUDA for over a decade.
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Tools 中CUDA 殺手免費開放：DeepSeek 開源整套華為 Ascend 工具鏈
DeepSeek 公開釋出 TileLang、DeepGEMM、DeepEP 與整套華為 Ascend 軟體棧——這是迄今為止最直接的一次嘗試，要抹掉十年來把 AI 產業鎖在 Nvidia CUDA 上的轉換成本。
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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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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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Policy ENNever Stifle: Trump's AI Lunch Ends With No Pause, No Rules — Only a Promise to Stay Out of the Way
The most safety-anxious AI leadership in history met the most regulation-skeptical president — and left with neither a pause nor guardrails, only Trump's vow that he will 'never stifle' AI.
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Policy 中絕不扼殺：川普 AI 午宴落幕，沒有暫停、沒有規則，只有一張「政府不擋路」的承諾
史上最焦慮的 AI 領袖們，遇上了最不信管制的美國總統——這場午宴結束後，既沒有暫停令也沒有護欄，只剩川普「絕不扼殺 AI」的宣示。
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Policy ENFive Billionaires, One Lunch: Trump's AI Summit Convenes Amid Pause Cascades and 'Time Is Running Out' Warnings
The final guest list for Trump's Sept. 29 White House AI lunch is confirmed: Amodei, Zuckerberg, Huang, Karp and Brockman — a room where half the table slowed their own models this month and the other half says the fears are overblown.
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Policy 中五位億萬富翁、一場午宴：川普 AI 峰會登場，暫停訓練連環爆與「時間正在耗盡」警告齊飛
白宮 9 月 29 日 AI 午宴賓客名單正式確認：Amodei、Zuckerberg、黃仁勳、Karp 與 Brockman——同桌的人裡，一半本月才主動放慢自家模型，另一半卻認為這些恐懼言過其實。
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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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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 ENThe Godmother of AI Joins the Chipmaker: AMD Buys Fei-Fei Li's World Labs for $8.2 Billion
AMD is acquiring spatial-intelligence startup World Labs in an $8.2 billion all-stock deal, installing Fei-Fei Li as EVP and Chief Scientist as the battle for open AI infrastructure heats up.
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Industry 中AI 教母加盟晶片廠：AMD 以 82 億美元收購李飛飛的 World Labs
AMD 以約 82 億美元全股票交易收購空間智慧新創 World Labs，李飛飛將出任執行副總裁兼首席科學家，開放 AI 基礎設施之戰正式升溫。
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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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Policy ENOne Day, Two Speeds: Washington Prepares to Debate AI's Brakes While San Francisco Ships the Accelerator
September 29 is the most concentrated day of AI-politics spectacle of the year: a White House meeting on 'finding balance,' Trump's daylong 'Golden Age' event with Musk and Huang, and OpenAI's DevDay — all within 24 hours of a 30-researcher warning about intelligence explosions.
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Policy 中一天,兩種速度:華盛頓準備辯論 AI 的剎車,舊金山同日出貨油門
9 月 29 日是今年 AI 政治與產品策略最密集的一天:白宮召開「尋找平衡」會議、特朗普與馬斯克和黃仁勳舉行「黃金時代」活動、OpenAI 同日舉辦 DevDay——全部距離 30 位研究者連署的「智能爆炸」警告不到 24 小時。
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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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Industry ENA Million Chips for ByteDance: China Moves to Clear Nvidia's RTX Pro 5500
China's MIIT has told ByteDance, Alibaba and other domestic giants it intends to approve purchases of Nvidia's new RTX Pro 5500 — with ByteDance alone reportedly planning a one-million-unit order.
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Industry 中字節跳動百萬張訂單：中國擬放行輝達 RTX Pro 5500
中國工信部已向字節跳動、阿里巴巴等國內大廠表明有意核准採購輝達新款 RTX Pro 5500 晶片，據報字節跳動單獨規劃了下單一百萬張的採購計畫。
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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 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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Policy ENSmiles, Tea and a Red Phone: The Trump–Xi Summit Ends With No AI Deal
The three-day Washington summit ended with a two-month trade truce extension but no AI accord, as critics call a missed chance to pause the AI arms race.
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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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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 ENEvolution as Training Data: Basecamp Research's $140M Series C Bets on Programmable Biology
London's Basecamp Research raised a $140M Series C led by S32 with NVIDIA and Anthropic's Anthology Fund on the cap table, valuing it at $800M. Its EDEN models, trained on 15 trillion DNA tokens from 30+ countries, have already designed an antibiotic that matched a last-resort drug in mice.
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Industry 中把演化變成訓練資料：Basecamp Research 募得 1.4 億美元，押注可程式化的生物學
倫敦的 Basecamp Research 完成 8 億美元估值、1.4 億美元的 C 輪融資，S32 領投，NVIDIA 與 Anthropic 的 Anthology Fund 均參與。其 EDEN 生物基礎模型以來自 30 多國、15 兆 DNA token 的資料訓練，設計出的抗生素已在小鼠實驗中比擬最後一線藥物。
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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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Models ENEight Voices, One Checkpoint: NVIDIA's Nemotron 3 Diarization Rewrites Who-Spoke-When
NVIDIA's new open-weight 100M-parameter model tracks up to 8 overlapping speakers in real time, cuts diarization error by a third on DIHARD III, and tops VoiceArena's new Diarization-Bench at 14.72% DER.
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Models 中八個聲音、一組權重：NVIDIA Nemotron 3 Diarization 改寫「誰在何時說話」
NVIDIA 新推出的開放權重 1 億參數模型可即時追蹤最多 8 位重疊說話者，在 DIHARD III 上將分離錯誤率降低三分之一，並以 14.72% DER登上 VoiceArena 新推出的 Diarization-Bench 榜首。
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Models ENThe Video Model That Drives Robots: Black Forest Labs Open-Sources FLUX 3 Action
Black Forest Labs ships FLUX 3 Action, a 7B open-weights world action model that tops the RoboLab-120 leaderboard ahead of Nvidia's Cosmos 3 Nano — at 44% of its size.
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Models 中會生成影片的模型,如今開始開機器人:Black Forest Labs 開源 FLUX 3 Action
Black Forest Labs 釋出 7B 開放權重的世界動作模型 FLUX 3 Action,以 44% 的參數量在 RoboLab-120 榜單上超越 Nvidia Cosmos 3 Nano 奪下第一。
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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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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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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 ENAgents in the Loop, Zero-Copy on the Wire: NVIDIA's Isaac ROS 5.0 Rewires Open-Source Robotics
At ROSCon Toronto, NVIDIA shipped Isaac ROS 5.0 — agentic skills for robot development, ROS 2 Lyrical support, and a CUDA zero-copy buffer it contributed upstream that turns AI coding agents into robotics engineers.
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Tools 中代理人進入開發迴路、資料零拷貝上線：NVIDIA Isaac ROS 5.0 重塑開源機器人開發
NVIDIA 在 ROSCon 多倫多發布 Isaac ROS 5.0：內建代理人技能（Agentic Skills）、支援 ROS 2 Lyrical，並向上游貢獻 CUDA 零拷貝緩衝區，讓 AI 編碼代理人正式加入機器人工程師的行列。
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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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Industry ENAMD Joins the Trillion-Dollar Club — and Just Crossed the $600 Bar That Unlocks Its Biggest Deals
AMD became the fourth US chipmaker to top $1 trillion in market cap, riding a 185% rally, OpenAI and Meta warrant deals, and a broad AI trade revival.
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Industry 中AMD 加入兆美元俱樂部——並一舉跨過解鎖最大交易的 600 美元門檻
AMD 成為美國第四家市值突破 1 兆美元的晶片商，受惠於全年大漲 185%、OpenAI 與 Meta 的認股權證交易，以及 AI 交易熱潮的全面回歸。
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Industry ENFrom Nvidia to Ascend: DeepSeek's Founder Makes Training on Huawei Chips a Strategic Bet
The Information reports DeepSeek founder Liang Wenfeng told investors that training on Huawei chips is one of the lab's biggest strategic bets, with Huawei expected to begin delivering training chips as early as Q4 2026 — a decisive shift for a lab whose frontier models were built on Nvidia silicon.
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Industry 中從輝達到昇騰：DeepSeek 創辦人把「用華為晶片訓練模型」變成一場戰略豪賭
The Information 報導，DeepSeek 創辦人梁文鋒向投資人表示，改用華為晶片訓練模型是公司最大的戰略押注之一，華為最快將於 2026 年第四季開始交付訓練晶片——對一個此前完全建立在輝達硬體之上的實驗室而言，這是一次決定性的轉向。
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Meta ENA $249 Board Picked the Target: Inside Scaleout's Fully Autonomous Drone Strike for NATO's ALMA Program
A Swedish startup inside NATO's DIANA accelerator ran a complete autonomous kill chain on a Nvidia Jetson Orin Nano: detect, rank, fly, strike — no human input beyond a start button, zero external comms, 30 ms latency, mission done in under 320 seconds.
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Meta 中一塊 249 美元的開發板選定了目標：Scaleout 為北約 ALMA 計畫完成全自主無人機打擊的內幕
一個身在北約 DIANA 加速器的瑞典新創，在 Nvidia Jetson Orin Nano 上跑完了完整的自主殺傷鏈：偵測、排序、飛行、投彈——除了啟動按鈕外零人工輸入、零對外通訊、30 毫秒延遲，全程任務不到 320 秒。
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Industry EN'0% Chance': Jensen Huang Calls AI Extinction Warnings 'Doomsday Narratives' and Rejects New Rules
In a CBS Sunday Morning interview, Nvidia's CEO dismissed predictions that AI ends the world by 2030, rejected new regulations, and said 'we should go as fast as we can.'
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Industry 中「0% 的機率」：黃仁勳駁斥 AI 滅世預言為「末日敘事」，反對新增監管
輝達執行長在 CBS《Sunday Morning》專訪中否定「2030 年 AI 滅世」說法，稱現有法律已足夠，並主張「能跑多快就跑多快」。
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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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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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Meta ENNine Robots, One Brain: Faraday Future's 919 Event Puts a $9,990 Humanoid and a $129,900 Flagship on Sale
At its annual 919 launch, Faraday Future put nine new EAI robot configurations on sale — from a $9,990 educational humanoid to a $137,900 industrial quadruped — completing its 'One-Brain Multi-Form' Robot World 2.0.
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Meta 中九款機器人、一顆大腦：Faraday Future 919 發表會讓 9,990 美元人形機器人與 129,900 美元旗艦正式開賣
Faraday Future 在年度 919 發表會上讓九款 EAI 機器人全新開賣——從 9,990 美元的教育型人形機器人到 137,900 美元的工業級四足機器人——完成「一腦多形態」機器人世界 2.0。
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Policy ENAn 'AI Force' and an AI Czar: Trump Dismisses Superintelligence Fears as a 'Hoax' While Pledging to Watch the Industry Grow
In a Truth Social post on Saturday, President Trump announced he is forming an 'AI Force' modeled on Space Force and will appoint a new AI czar — while dismissing fears of superintelligent AI as a 'hoax' and vowing not to hinder the industry's growth.
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Policy 中「AI 部隊」與 AI 沙皇：川普稱超級智慧恐懼是「騙局」，誓言守護 AI 產業成長
川普週六在 Truth Social 宣布將成立比照太空軍的「AI 部隊」（AI Force），並任命新的 AI 沙皇——同時把對超級智慧 AI 的末日擔憂斥為「騙局」，誓言絕不阻礙產業發展。
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Industry EN"As Fast as We Can, Irrespective of Anybody Else": Jensen Huang Breaks His Silence on the AI Slowdown Debate
In excerpts from a CBS Sunday Morning interview airing September 20, Nvidia's CEO rejects calls to pace AI development, accuses apocalypse warners of 'ulterior reasons,' and declares '2030 is not going to be the end of the world' — the fullest rejection yet of the slowdown movement from the world's most valuable company.
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Industry 中「盡可能快，不管別人怎麼做」：黃仁勳首次全面回應 AI 放緩辯論
在 9 月 20 日播出的 CBS《Sunday Morning》專訪搶先片段中，輝達執行長反駁所有放緩 AI 發展的呼籲，直指末日警告者「別有用心」，並斷言「2030 年不會是世界末日」——這是全球市值最高公司迄今對放緩運動最完整的拒絕。
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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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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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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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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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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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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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Research ENGit as the Lab Notebook: NVIDIA's Agora Lets 13 Agent Researchers Build Science in Parallel
NVIDIA researchers turned Git into shared memory for autonomous research agents — 13 LLM workers, 12 days, 1,703 contributions, and zero failed reproductions.
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Research 中把 Git 當實驗室筆記本：NVIDIA 的 Agora 讓 13 個 AI 研究代理人平行做科學
NVIDIA 研究團隊把 Git 變成自主研究代理人的共享記憶體——13 個 LLM 工作者、12 天、1,703 項貢獻，且 165 次重現實驗全數成功。
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Tools ENComputing for Your Face: Snap Puts Specs on Sale October 1 With a Free AI Assistant
At its Los Angeles keynote, Snap set an October 1 on-sale date for its $2,195 standalone AR glasses, shipped a free cross-device AI assistant called Specs Intelligence, and recruited Salesforce, Nvidia and AWS for an enterprise push.
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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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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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Industry ENFive Months, Three Valuations: Factory's Droid Agents Triple to $5B as Enterprise Coding Spend Accelerates
Factory raised $200M at a $5B valuation, tripling its April number in five months. Its model-agnostic Droid agents sit at the center of the agentic coding funding wave.
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Industry 中五個月、三倍估值：Factory 的 Droid 代理以 50 億美元身價，見證企業級編碼支出加速
Factory 以 50 億美元估值募集 2 億美元，五個月內估值成長三倍。其模型中立的 Droid 代理，正站在代理式編碼投資浪潮的中心。
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Industry ENOne Stage, Two Futures: Huang and Amodei Split Wide Open on AI Safety at Dreamforce
Nvidia's Jensen Huang told Dreamforce to 'run as fast as you can' while Anthropic's Dario Amodei defended his call to pace the frontier — the sharpest public split yet between AI's biggest supplier and its loudest safety voice.
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Industry 中同一個舞台，兩種未來：黃仁勳與 Amodei 在 Dreamforce 上就 AI 安全正面交鋒
Nvidia 執行長黃仁勳在 Dreamforce 呼籲「能跑多快就跑多快」，Anthropic 執行長 Dario Amodei 則為「為前沿減速」辯護——AI 最大的算力供應商與最響亮的安全派聲音，出現迄今最公開的分裂。
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Industry ENSame Stage, Opposite Gears: Amodei, Huang and Altman Split on AI Safety at Dreamforce 2026
At Salesforce's Dreamforce keynote in San Francisco, Anthropic's Amodei defended his slowdown call, Nvidia's Huang answered with 'run as fast as you can,' and OpenAI's Altman demanded safety with no qualifiers.
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Industry 中同一舞台、相反油門：Amodei、黃仁勳與 Altman 在 Dreamforce 2026 就 AI 安全正面交鋒
在舊金山 Dreamforce 主題演講上，Anthropic 執行長 Amodei 為減速倡議辯護，輝達黃仁勳以「能跑多快就跑多快」回應，OpenAI 的 Altman 則要求安全不附帶任何但書。
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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.
- 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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Models ENNot a Wrapper, a Foundation: Salesforce's Koa Bakes 27 Years of CRM Into Its Own Reasoning Model
Built by post-training NVIDIA's open-weight Nemotron 3 Super 120B with GRPO, Koa is Salesforce's first proprietary reasoning model — cutting CRM task errors threefold while keeping every weight inside its own trust boundary.
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Models 中不是代理殼，是地基：Salesforce 的 Koa 把 27 年 CRM 知識燒進自家推理模型
Salesforce 以 NVIDIA 開放權重的 Nemotron 3 Super 120B 為基底，用 GRPO 後訓練出首款自家 CRM 推理模型 Koa，將 CRM 任務錯誤率降至三分之一，且權重完全掌握在自己的信任邊界內。
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Industry ENOut of the Cage: Agility's Digit 5 Is the First Humanoid Built to Work Beside People Without Barriers
Agility Robotics unveils Digit 5, a 50-lb-payload humanoid with a 10:1 run-to-charge ratio and an NVIDIA Halos-powered safety stack designed to eliminate physical safety cages — backed by more than $300 million in multi-year orders.
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Industry 中走出圍籬：Agility 發表 Digit 5，首款無需安全圍欄即可與人協同工作的人形機器人
Agility Robotics 發表第五代 humanoid Digit 5：負載 50 磅、10:1 運行充電比、搭載 NVIDIA Halos 安全運算平台，目標是徹底拆除實體安全圍欄，背後已有超過 3 億美元的多年期訂單。
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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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Policy ENA King's Plea for Humanity: Charles III Convenes Huang, Hassabis, OpenAI and Anthropic at Dumfries House
As industry alarms multiply, King Charles III gathers roughly 30 AI leaders — Nvidia, Google DeepMind, OpenAI, Anthropic, the UK AI minister and a Vatican adviser — at his Scottish estate to ask whether a shared set of principles can still steer the technology.
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Policy 中國王的人性呼籲：查爾斯三世在鄧弗里斯宅邸召集黃仁勳、Hassabis、OpenAI 與 Anthropic
在產業警訊頻傳之際，英王查爾斯三世於蘇格蘭私人莊園召集約 30 位 AI 領袖——包括 Nvidia、Google DeepMind、OpenAI、Anthropic、英國 AI 部長與梵蒂岡顧問——探討能否以共同原則引導這項技術。
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Models ENNo Frontier Models in the Pool: Sakana's Fugu Max and Fugu Ultra v2 Beat GPT-6 Astra-Class Results by Orchestrating Open Models
Sakana AI's new orchestration models top hard benchmarks like DeepSWE and Chartography using a swappable pool of open and specialized models — no Fable 5, no GPT-6 Astra in the agent pool — while Fugu Max undercuts frontier pricing by 40-60%.
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Models 中模型池裡沒有前沿模型：Sakana AI 的 Fugu Max 與 Fugu Ultra v2 靠編排開源模型超越 GPT-6 Astra 級表現
Sakana AI 的新編排模型在 DeepSWE、Chartography 等高難度基準上登頂，代理池中完全沒有 Fable 5 或 GPT-6 Astra——只靠可替換的開源與專用模型群，而 Fugu Max 的價格更比前沿模型低 40-60%。
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Industry EN'Paranoia' Pays: Nvidia, Palantir and Booz Allen Restrict Frontier AI Models Over Data Retention Fears
Nvidia, Palantir and Booz Allen Hamilton are restricting use of Anthropic's and OpenAI's most advanced models over fears the labs could retain customers' critical data — turning zero-data-retention into the enterprise market's newest battleground.
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Industry 中「偏執」救了企業資料：Nvidia、Palantir 與 Booz Allen 因資料留存疑慮限制使用前沿 AI 模型
Nvidia、Palantir 與 Booz Allen Hamilton 正在限制或停用 Anthropic 與 OpenAI 最先進的模型，原因是擔心實驗室可能留存客戶的關鍵資料——零資料留存（ZDR）就此成為企業市場的最新戰場。
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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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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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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 ENSeven Million Cars as a Learning Machine: Hyundai Puts Its Data Flywheel Into Full Operation
At its Autonomous Driving Media Day, Hyundai Motor Group declared its Data Flywheel fully operational, targeting Level 2+ production with NVIDIA in H1 2028, proprietary Atria AI Level 2++ by 2029, and data volume surpassing Tesla by 2033.
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Industry EN七百萬輛車就是一台學習機器：現代汽車集團 Data Flywheel 正式全面啟動
在 Autonomous Driving Media Day 上，現代汽車集團宣布 Data Flywheel 全面投入運轉，目標 2028 上半年攜手 NVIDIA 量產 Level 2+，2029 下半年推出自研 Atria AI 的 Level 2++ 車款，並預估 2033 年數據累積量超越 Tesla。
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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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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 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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Research ENTwo Million Moon Tiles and 1,100 GPU-Hours: Inside NASA and IBM's Open-Source Lunar Foundation Model
NASA and IBM have open-sourced a multimodal lunar foundation model trained on SomBench, a 39TB corpus spanning 17 years of LRO observations — cutting polar ice-mapping error by up to 22% while beating ImageNet baselines with half the training data.
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Research 中兩百萬張月球影像、1,100 GPU 小時：NASA 與 IBM 開源月球基礎模型全解析
NASA 與 IBM 開源了以 SomBench（39TB、涵蓋 17 年 LRO 觀測）訓練的多模態月球基礎模型——極區冰層預測誤差最多降低 22%，且僅用一半訓練資料就擊敗 ImageNet 基線。
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Industry ENFrom Demos to $100M in Ten Months: Skild AI Declares the Era of Robot Deployment Open
Skild AI has crossed $100M in annual revenue run rate just ten months after its first commercial deployment — 60+ customers, hundreds of robots, and a generalist brain that learns new tasks from a single video.
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Industry 中從 Demo 到 1 億美元只花十個月：Skild AI 宣告機器人部署時代來臨
Skild AI 在首次商業部署後十個月達成 1 億美元年營收跑速率——超過 60 家客戶、數百台機器人，靠的是一支影片就能學會新任務的通用機器人大腦。
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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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Models ENTwo Models, One Frontier: Sakana's Fugu Max and Fugu Ultra v2 Bet That Orchestration Beats Monoliths
Sakana AI ships Fugu Max (frontier-grade scores at 40-60% lower output cost) and Fugu Ultra v2 (best on 5 of 8 benchmarks — without GPT-6-Astra or Fable 5 in the pool).
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Models 中兩個模型、一條前緣：Sakana 的 Fugu Max 與 Fugu Ultra v2 押注「編排」擊敗巨型單體模型
Sakana AI 發布 Fugu Max（輸出價格比 Sonnet 5、GPT 5.6 Terra 低 40-60%）與 Fugu Ultra v2（8 項基準中 5 項奪冠——而且模型池裡根本沒有 GPT-6-Astra 或 Fable 5）。
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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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Research EN30 Out of 42, Fully Open-Sourced: NVIDIA Publishes the Complete Recipe Behind Nemotron's IMO Gold
NVIDIA releases the checkpoints, training data, inference code, submitted solutions and a 200-problem benchmark behind its natural-language pipeline that scored IMO-gold 30/42 with no formal prover.
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Research 中42 題拿 30 分、全程開源：NVIDIA 公開 Nemotron IMO 金牌背後的完整配方
NVIDIA 釋出自然語言數學證明管線的全部成果——兩個後訓練檢查點、訓練資料、推理程式碼、競賽實際提交的解答，以及 200 題全新奧林匹亞基準，在不依賴形式證明器的條件下達到 IMO 金牌門檻 30/42。
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Industry ENFrom 142 to 410 Yuan in One Bell: Enflame's Debut Triples the Last AI Dragon's valuation
Enflame opened 188% above its IPO price on the Shanghai STAR Market, instantly valuing Tencent's captive AI-chip maker at 176.4 billion yuan — and completing the public-market coronation of China's four AI-chip dragons.
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Industry 中一聲鐘響從 142 到 410 元：燧原科技掛牌暴漲，最後一條 AI 晶片小龍完成三倍市值加冕
燧原科技在上海科創板掛牌首日以 410 元開盤、較發行價大漲 188%，騰訊加持的這家 AI 晶片商市值一舉衝上 1,764 億人民幣 — 中國四大 AI 晶片「小龍」的資本市場加冕至此全數完成。
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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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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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Policy ENAcquisition by Contract: DOJ Probes Whether Nvidia's $20B Groq Deal Was Built to Dodge Antitrust Review
The Justice Department is formally investigating whether Nvidia structured its $17-20B Groq licensing deal as a license-plus-acquihire to escape merger review — a test case for how AI giants absorb rivals without ever 'acquiring' them.
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Policy 中契約併購：美國司法部調查 Nvidia 200 億美元 Groq 授權案是否為規避反壟斷審查而設計
美國司法部正式調查 Nvidia 是否將 170-200 億美元的 Groq 授權案結構設計為「授權＋團隊挖角」，以規避併購審查——這是 AI 巨頭「不併購的併購」手法所面臨最嚴峻的一次法律考驗。
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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 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 ENThe Broker of Last Resort: Huawei Now Bankrolls China's Lithography Startups and Matchmakes Their SMIC Deals
A Financial Times investigation reveals Huawei is funding Chinese lithography equipment makers through its Hubble arm and personally brokering their sales to SMIC — the clearest sign yet that the sanctioned giant has decided if it cannot buy the machines, it will own the industry that makes them.
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Industry 中最後掮客現身：華為出資中國微影設備新創，還親自撮合它們與中芯的交易
英國《金融時報》調查揭露，華為正透過哈勃投資注資中國微影曝光設備廠商，並親自居中撮合這些廠商與中芯國際的採購協議——這是這家被制裁巨頭至今最明確的訊號：買不到的機器，就乾脆買下整個製造這些機器的產業。
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Industry ENDeal Dead at the Diligence Table: Anthropic Walks Away From Its $6 Billion Decart Buyout
Hours after due diligence wrapped, Anthropic abandoned what would have been its largest acquisition ever — a ~$6B, mostly-stock bid for Israeli inference-efficiency startup Decart — leaving a ~50% premium on the table and questions about pre-IPO deal math.
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Industry 中盡職調查終結 60 億美元交易：Anthropic 放棄收購 Decart 內幕
Anthropic 在完成盡職調查後，放棄了以約 60 億美元（多為股票）收購以色列推論效率新創 Decart 的計畫——這本會是其史上最大收購案，溢價約 50%，卻在 IPO 前夕胎死腹中。
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Policy ENThe $5.6 Billion Backdoor: How Blacklisted Inspur Kept Buying Nvidia's Best Chips Through Its American Arm
An NYT investigation reveals Aivres, the California-based subsidiary of blacklisted Inspur, shipped over $3B in Blackwell servers to Southeast Asia — exposing a structural hole in US chip export controls.
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Policy 中56 億美元的後門：被列黑的浪潮集團如何透過美國子公司持續取得 Nvidia 最強晶片
《紐約時報》調查揭露，列入實體清單的中國浪潮集團，其美國子公司 Aivres 兩年內向東南亞出口逾 30 億美元 Blackwell 伺服器，暴露美國晶片出口管制的結構性漏洞。
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Industry ENThe Chipmaker Declares Victory: Jensen Huang Says 'AGI Has Arrived' — and OpenAI Won't
NVIDIA's CEO called GPT-6 Astra 'AGI' in an X post crediting 100K+ Grace Blackwell systems — the boldest AGI claim yet from the man who sells the picks and shovels.
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Industry 中賣鏟人宣告勝利：黃仁勳說「AGI 已經到來」——而 OpenAI 不這麼說
NVIDIA 執行長在 X 上稱 GPT-6 Astra 為「AGI」，並歸功於超過 10 萬套 Grace Blackwell 系統——這是這位販售 AI 淘金鏟的人迄今最大膽的 AGI 宣告。
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Meta ENHalf a Round, All a Strategy: Nvidia's $2.5B Bet on Thinking Machines
Nvidia is in talks to supply roughly half of Thinking Machines Lab's new $5-6B raise at a $40B+ valuation — the second attempt at a mega-round for Mira Murati's open-weights lab.
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Meta 中一輪融資、一半來自輝達：談 Thinking Machines 的 25 億美元豪賭
輝達正洽談以約 25 億美元投資 Mira Murati 創辦的 Thinking Machines Lab，並包下這輪 50-60 億美元融資的半數——這是這家開放權重實驗室第二次衝擊巨型輪。
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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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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。
- 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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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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Tools ENOne Box for Storage, Security, and a Brain: Inside UGREEN's HomeAgent and the $9,999 Jetson Thor Hub That Wants to Run Your Whole Home
UGREEN's HomeAgent lineup merges a NAS, an NVR, and an on-device AI assistant — topping out with a $19,999 NVIDIA Jetson Thor T5000 hub delivering 2,070 TFLOPS of local FP4 compute.
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Tools 中一台機器搞定儲存、監控與大腦：UGREEN HomeAgent 與那台要價 9,999 美元的 Jetson Thor 家用中樞
UGREEN 的 HomeAgent 系列把 NAS、NVR 與裝置端 AI 助理三合一，最高階的 MasterAgent MA100 採用 NVIDIA Jetson Thor T5000，提供 2,070 TFLOPS 的本地 FP4 運算能力，建議售價 19,999 美元。
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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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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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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 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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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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Industry ENFrom $12B to $40B in a Year: Thinking Machines' New Round Rewrites the Rules of AI Fundraising
Mira Murati's Thinking Machines Lab is in talks to raise $1 billion at a $40 billion valuation led by Accel, with NVIDIA discussing participation — below the $50B it once sought, but still an extraordinary 400x multiple on ~$100M revenue.
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Industry 中一年內從 120 億到 400 億美元：Thinking Machines 新一輪募資改寫 AI 融資規則
Mira Murati 創辦的 Thinking Machines Lab 據報正洽談以 400 億美元估值募資 10 億美元、由 Accel 領投，NVIDIA 亦傳參與——低於先前覬覦的 500 億，卻仍是約 1 億美元年收入的 400 倍天價倍數。
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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 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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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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Research EN535 Out of 600: NVIDIA's Nemotron Becomes the First AI to Beat Every Human at IOI 2026
NVIDIA's open-weight Nemotron-3-Ultra-CC scored 535.4/600 at IOI 2026 — beating the top human (498.27) and gold threshold (361.12) live, under identical contest constraints, using GenCorrect feedback-driven test-time refinement.
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Research 中535 分滿分 600：NVIDIA Nemotron 成為首個在 IOI 2026 擊敗所有人類的 AI
NVIDIA 開放權重的 Nemotron-3-Ultra-CC 在 IOI 2026 拿下 535.4/600 —— 在與人類選手完全相同的比賽規則下現場擊敗最高分人類（498.27）與金牌門檻（361.12），關鍵在於 GenCorrect 回饋驅動的測試時運算策略。
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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 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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Industry ENEurope's €387.8M LUMI-AI Bet: AMD MI430X GPUs and the Supercomputer Built to Win the AI Sovereignty Race
EuroHPC has signed a €387.8 million contract with Bull to build LUMI-AI, a next-generation AMD-powered AI supercomputer in Kajaani, Finland — 10x the AI capacity of today's LUMI, deployment in 2027, and the clearest signal yet of Europe's sovereign-compute ambitions.
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Industry 中歐洲 3.878 億歐元的 LUMI-AI 豪賭：AMD MI430X GPU 與為 AI 主權競賽而生的超級電腦
EuroHPC 與 Bull 簽署 3.878 億歐元合約，將在芬蘭 Kajaani 打造次世代 AMD 架構 AI 超級電腦 LUMI-AI —— AI 算力達現有 LUMI 的 10 倍，2027 年部署，是歐洲主權算力企圖心最明確的訊號。
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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 ENCrowdStrike's SafeMind Turns Attack Loose on Itself: Twin AI Models Hunt and Patch Vulnerabilities in a Closed Loop
At Fal.Con 2026 CrowdStrike launched SafeMind — Red Tempest attacks a digital twin of your environment, Blue Solano patches it, and the cycle repeats until no attack paths remain. The company claims 29% higher detection, 6x faster remediation, and 99% lower cost versus frontier models.
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Tools 中CrowdStrike SafeMind 讓 AI 互相攻防：紅藍雙模型在封閉迴圈中自動找漏洞、自動修補
CrowdStrike 在 Fal.Con 2026 發表 SafeMind —— Red Tempest 攻擊你環境的數位孿生，Blue Solano 負責修補，循環反覆直到沒有攻擊路徑為止。官方數據：偵測率提升 29%、修補速度加快 6 倍、成本節省 99%。
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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 ENAfterQuery Becomes Y Combinator's Fastest-Ever Unicorn at $3.2 Billion
The 18-month-old AI training-data startup founded by two high school friends is now worth $3.2 billion — a 10x jump in five months — as frontier labs pay a premium for expert human reasoning data.
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Industry 中AfterQuery 以 32 億美元估值成為 Y Combinator 史上最快獨角獸
兩位高中同學創辦的 AI 訓練資料新創成立僅 18 個月，估值就從 3 億美元暴漲十倍至 32 億美元——因為前沿 AI 實驗室願意為專家人類推理資料付出高額溢價。
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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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Policy ENUS Presses G20 to Adopt 'Carolina Principles': The Light-Touch AI Framework Musk, Altman, and Huang All Want
At a G20 innovation ministerial in Chapel Hill, North Carolina, the Trump administration is pushing a light-touch AI framework that bars new regulators — while Elon Musk urged countries to build data centers and slammed EU-style rules as innovation killers.
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Policy 中美國力推 G20 採納「卡羅萊納原則」：馬斯克、奧特曼與黃仁勳都想要的寬鬆 AI 監管框架
在北卡羅萊納州教堂山舉行的 G20 創新部長會議上，川普政府力推一套禁止設立新監管機關的寬鬆 AI 框架，馬斯克則呼籲各國大建資料中心，並抨擊歐盟式規則扼殺創新。
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Tools ENDLSS 5 Goes Live September 3: NVIDIA's Neural Rendering Era Begins With NBA 2K27 and 370 FPS
NVIDIA has locked September 3 for DLSS 5's official debut in NBA 2K27 — the first shipping build of its 3D-guided neural rendering stack, running at up to 370 FPS in 4K on an RTX 5090 and reaching down to RTX 5060 laptops.
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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 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 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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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 ENTaiwan Raids Nvidia Supplier Unimicron Over China-Parts Relabeling
Prosecutors raided Unimicron's Taoyuan headquarters over allegations it relabeled China-made PCBs as Taiwanese, hitting shares 10% and exposing origin-fraud risk at the heart of the AI supply chain.
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Industry 中台灣檢方搜索輝達供應商欣興電子 揭中國製零件「洗產地」疑雲
桃園檢方搜索欣興電子總部，質疑其將中國製 PCB 回台重新標示為台灣製，股價重挫約 10%，也讓 AI 供應鏈的產地詐欺風險一次浮上檯面。
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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 ENTernus Takes Over Apple Tomorrow — and Bloomberg Says AI Is Job No. 1
John Ternus becomes Apple CEO on September 1 with an AI catch-up mandate: a Gemini-powered Siri rewrite shipped at WWDC after an 18-month delay, a $250M false-advertising settlement behind it, memory costs quadrupling, and a Sept 9 iPhone Fold launch days away.
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Industry 中Ternus 明天正式接掌 Apple——Bloomberg：AI 是他的第一要務
John Ternus 於 9 月 1 日接任 Apple 執行長，首要任務是追趕 AI：延遲 18 個月的 Gemini 版 Siri 已在 WWDC 上架、2.5 億美元廣告不實和解案待收尾、記憶體成本翻漲四倍，9 月 9 日首款摺疊 iPhone 發表會更近在眼前。
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Industry ENCognition's Devin Triples to $900M ARR — and Burns $800M a Year Doing It
The Devin maker's annualized revenue has tripled to ~$900M in 2026, with executives projecting $1.5B+ by year-end — but heavy Nvidia server spending could burn $800M in cash this year.
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Industry 中Cognition 的 Devin 年營收三倍暴衝至 9 億美元——但一年燒掉 8 億現金
Devin 開發商 Cognition 的年化營收在 2026 年翻了三倍、達約 9 億美元，管理層預估年底將突破 15 億美元——但為了採購 Nvidia 伺服器，今年現金消耗可能高達 8 億美元。
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Models ENPhoneLLM Alpha 1: Open 30B Model Matches GPT-5.6 Terra on Phone Calls at 1/18th the Cost
Pipecat's PhoneLLM Alpha 1, a full fine-tune of NVIDIA's Nemotron 3 Nano 30B-A3B, matches GPT-5.6 Terra on its PhoneBench voice-agent benchmark while running 94% cheaper per minute — and it ships with no commercial restrictions.
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Models 中PhoneLLM Alpha 1：開源 30B 模型在電話語音代理基準上追平 GPT-5.6 Terra，成本僅 1/18
Pipecat 推出的 PhoneLLM Alpha 1 是 NVIDIA Nemotron 3 Nano 30B-A3B 的全參數微調版本，在其 PhoneBench 語音代理基準上以 72.3% 追平 GPT-5.6 Terra，每分鐘成本低 94%，且不受任何商業限制。
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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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Policy ENUS Drafts Rule to Close the Remote GPU Rental Loophole — but Lawyers Say BIS Lacks the Authority
Commerce is preparing a September rule to block Chinese AI firms from renting Nvidia GPU time through Thai and Singapore data centers, but export-control lawyers say BIS has no statutory authority over remote compute access.
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Policy 中美國擬新規堵住遠端 GPU 租用漏洞——但律師說商務部根本沒有執法權
美國商務部正起草九月新規，要阻止中國 AI 公司透過泰國、新加坡資料中心租用 Nvidia GPU 算力，但出口管制律師普遍認為 BIS 對遠端算力存取缺乏法定授權。
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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 ENNvidia Wants to Run the World's Robots — and China Is Its Best Customer
A WSJ investigation finds Chinese robotics firms quietly became one of the biggest buyers of Nvidia's physical-AI stack — a business already at $10B a year that Jensen Huang expects to grow 10-fold within a decade.
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Industry 中輝達想驅動全世界的機器人——而最大客戶是中國
《華爾街日報》調查發現，中國機器人公司已悄悄成為輝達「實體 AI」技術棧的最大買家之一——這門生意年營收已達 100 億美元，黃仁勳預期十年內成長十倍。
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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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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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Policy ENInside Taiwan's B300 Smuggling Case: Nine Indicted, One of Them From Nvidia
Taiwan's Keelung District Prosecutors have indicted nine people — including an Nvidia distribution manager and two former Supermicro employees — for falsifying paperwork on 130 B300 AI servers, 74 of which reached Chinese buyers via Indonesia, Japan and Hong Kong.
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Policy 中台灣 B300 走私案起訴九人：其中一人來自 NVIDIA
台灣基隆地檢署起訴九人，包括一名 NVIDIA 通路經理與兩名前 Supermicro 員工，涉嫌偽造 130 台 B300 AI 伺服器文件，其中 74 台經印尼、日本與香港轉運後流入中國買家手中。
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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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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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Research ENThe Founders Who Walked Away From Bezos: Accelerated Understanding Launches Physics AI That Skips Transformers
Caltech's Anima Anandkumar turned down a $2B-backed Prometheus offer to launch Accelerated Understanding — a neural-operator AI that predicts physics natively in 4D, with a claimed 5-trillion-value inference context.
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Research 中拒絕貝佐斯 20 億美元的創業家：Accelerated Understanding 發表跳過 Transformer 的物理 AI
Caltech 教授 Anima Anandkumar 放棄 Bezos 撐腰的 Prometheus 與逾 20 億美元融資承諾，自立門戶推出 Accelerated Understanding——以神經算子取代 Transformer、原生 4D 預測物理的 AI，號稱推理上下文達 5 兆數值。
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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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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 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 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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Tools ENHugging Face's Microduck: The $399 Open-Source Robot Duck You Train With Reinforcement Learning
Hugging Face opens pre-orders for Microduck, a $399, 25cm bipedal robot duck with 15 motors, LiDAR, a grasping beak, and a full open-source RL training stack — ships before Christmas 2026.
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Tools 中Hugging Face 推出 Microduck：399 美元的開源機器鴨，用強化學習教會牠新把戲
Hugging Face 開放 Microduck 預購——399 美元、25 公分高的雙足機器鴨，內建 15 顆馬達、LiDAR 與可抓取的鴨嘴，並附上完整開源的強化學習訓練工具鏈，目標 2026 年聖誕節前出貨。
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Industry ENNvidia Buys the GitHub of AI: Inside the $12.9 Billion Hugging Face Deal
Nvidia has agreed to acquire Hugging Face — the repository hosting millions of open-weight models — for $12.9 billion, wrapping its arms around the central hub of the open-source AI ecosystem.
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Industry 中Nvidia 買下 AI 界的 GitHub：129 億美元併購 Hugging Face 全解析
Nvidia 同意以 129 億美元收購 Hugging Face——這個託管數百萬個開放權重模型的平台，等於把開源 AI 生態系的中樞整整抱進懷裡。
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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 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？
- 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 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 ENNvidia Nears $12.9B Hugging Face Acquisition in Bid to Own Open AI's Home Turf
Nvidia has reportedly agreed to buy Hugging Face for $12.9 billion — a 3x jump from its 2023 valuation — to anchor its open-source AI ecosystem play as closed labs design their own chips.
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Industry 中Nvidia 以 129 億美元收購 Hugging Face：晶片霸主買下開源 AI 的根據地
據報導 Nvidia 已同意以 129 億美元收購 Hugging Face，估值較 2023 年暴增近三倍，藉此鞏固開源 AI 生態系，對抗自研晶片的封閉實驗室。
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Research ENSkild AI's S1 Learns 10-Minute Robot Tasks From a Single Video
Skild AI's S1 robotics foundation model executes long-horizon tasks it never saw in training from one video prompt — 66% success on unseen tasks versus 9% for language-prompted VLAs.
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Research 中Skild AI 的 S1：看一支影片就學會十分鐘機器人任務
Skild AI 的 S1 機器人基礎模型，僅憑一支影片示範就能執行訓練時從未見過的長時程任務——未見任務成功率 66%，是語言提示 VLA 的 7 倍。
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Policy ENTaiwan Indicts Nine in Nvidia B300 Server Smuggling Ring — 74 Racks Reached China
Taiwanese prosecutors charged nine people — including an Nvidia senior manager and two Supermicro employees — with forging documents to smuggle 130 B300 AI servers to China; 74 got through via Indonesia, Japan, and Hong Kong before customs caught the rest.
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Policy 中台灣起訴九人:輝達 B300 伺服器走私網——74 台已流入中國
台灣檢方依背信與偽造文書罪起訴九人,包括輝達台灣辦公室一名高級經理與兩名美超微員工,指控他們偽造文件將 130 台 B300 AI 伺服器走私至中國;其中 74 台經印尼、日本與香港成功交付,其餘遭海關攔截。
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Meta ENNVIDIA's Jetson Orin Nano 2 Doubles Edge AI Performance for Robots and Drones
NVIDIA's new entry-level robotics computer delivers 2x inference performance and 40% lower power, putting frontier-class physical AI within reach of millions of developers.
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Meta 中NVIDIA Jetson Orin Nano 2 登場：邊緣 AI 效能翻倍，機器人與無人機的入門新標竿
NVIDIA 最新入門級機器人運算模組推論效能翻倍、功耗降低 40%，讓前沿級實體 AI 走向數百萬開發者。
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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 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 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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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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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 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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Meta ENOne Malicious Webpage Can Now Silently Poison Your Local AI Agent: Inside NVIDIA NemoClaw's CVE-2026-65105
Oasis Security details CVE-2026-65105: NemoClaw binds Ollama to 0.0.0.0:11434 with no auth, so a DNS-rebinding webpage can rewrite the model's chat template and steer a developer's AI agent persistently, invisibly, from the browser.
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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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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 ENCaltech Duo Launches Accelerated Understanding, a Physics AI That Ditches Transformers
Anima Anandkumar and Benedikt Jenik unveiled Accelerated Understanding Inc, an enterprise physics AI built on neural operators that handled 5 trillion data points in a single prompt — after walking away from a Bezos-backed Prometheus offer.
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Models 中Caltech 團隊創辦 Accelerated Understanding：捨棄 Transformer 的物理 AI
Anima Anandkumar 與 Benedikt Jenik 推出 Accelerated Understanding Inc，以神經算子打造、單一提示可處理 5 兆個資料點的企業級物理 AI——兩人先前拒絕了 Bezos 支持的 Prometheus 招募。
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Industry ENNvidia Pays Poolside $6 Billion for Its 'Model Factory' — and Takes 109 Engineers With It
Nvidia is paying $6B to license Poolside's Model Factory, investing $1B more at a $12B valuation, and hiring 109 engineers to supercharge its open-weight Nemotron project — Washington's answer to DeepSeek and Qwen.
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Industry 中Nvidia 斥資 60 億美元取得 Poolside「模型工廠」連人帶軟體一起搬
Nvidia 以 60 億美元非獨家授權 Poolside 的 Model Factory，另投資 10 億美元、估值 120 億美元，並挖走 109 位工程師投入開源 Nemotron——這是美國陣營對 DeepSeek 與 Qwen 的正面回擊。
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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 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 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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Policy ENTaiwan Indicts Nine Over Nvidia B300 Smuggling Ring — Including an Nvidia Manager and Supermicro Staff
Taiwan's Keelung District Prosecutors' Office indicted nine people — among them an Nvidia Taiwan senior sales manager and two Supermicro employees — over a five-point scheme that funneled 74 B300 AI servers worth over $21 million to Chinese buyers before customs stopped the remaining 56.
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Policy 中台灣起訴九人涉 Nvidia B300 走私集團——名單包括 Nvidia 經理與 Supermicro 員工
台灣基隆地檢署起訴九人，其中包括 Nvidia 台灣資深業務經理與兩名 Supermicro 員工，指控他們透過五階段供應鏈手法將 74 台 B300 AI 伺服器（價值超過 2,100 萬美元）運往中國，海關及時攔下其餘 56 台。
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Industry ENNvidia Pays Poolside $6 Billion for Its 'Model Factory' — the Largest AI Licensing Deal Yet
Nvidia licensed Poolside's Model Factory for $6B, invested $1B at a $12B valuation, and hired 109 staff to build a US open-weight challenger to China's best models.
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Industry 中輝達豪擲 60 億美元買下 Poolside 的「模型工廠」——AI 史上最大授權交易
輝達以 60 億美元授權 Poolside 的 Model Factory、10 億美元投資（估值 120 億），並挖走 109 名工程師，打造抗衡中國開源模型的美國勁旅。
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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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Research ENNVIDIA's AVO Agent Aces ARC-AGI-3 With a Perfect Score — By Wrapping Claude Opus 5 in Better Scaffolding
NVIDIA's Agentic Variation Operators architecture scored a perfect 100.00 on the ARC-AGI-3 public set, lifting Claude Opus 5 from a ~30% solo baseline — the strongest evidence yet that agent harness design, not raw model capability, sets the ceiling for long-horizon autonomy.
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Research 中NVIDIA 的 AVO 智慧代理在 ARC-AGI-3 拿下滿分——靠的是幫 Claude Opus 5 穿上更好的「外骨骼」
NVIDIA 的 Agentic Variation Operators 架構在 ARC-AGI-3 公開測試集拿下 100.00 滿分，把 Claude Opus 5 單獨應考時約 30% 的成績一路推到全破——這是「代理系統設計而非模型原始能力決定長程自主性上限」迄今最有力的證據。
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Industry ENNvidia Weighs a Perplexity Stake at $30 Billion-Plus — Triple the Revenue, Half the Hype Multiple
The Information reports Nvidia is in talks to invest in Perplexity at a $30B+ valuation as ARR triples to $750M+ in eight months — the chip giant's latest move from selling shovels to buying equity in the gold rush.
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Industry 中輝達洽談以逾 300 億美元估值投資 Perplexity——營收翻三倍、估值倍數卻減半
《The Information》報導輝達正洽談投資 Perplexity，估值超過 300 億美元，其年化營收在八個月內從 2.5 億美元增至逾 7.5 億美元——這是晶片巨頭從賣鏟子轉向直接持有淘金者股權的最新一步。
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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。
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Industry ENWaymo's Secret Weapon: A Custom 5nm Chip Pushing 1,000+ TOPS Inside Its Next-Gen Robotaxi
Waymo revealed it designed its own 5nm ASIC for the sixth-generation Driver in the Ojai robotaxi — over 1,000 TOPS of pre-processing power rivaling Nvidia's DRIVE AGX Thor, with partners spanning TSMC, Samsung, and AMD. Vertical integration from silicon up is now the robotaxi industry's core bet on profitability.
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Industry 中Waymo 的祕密武器：自研 5 奈米晶片，在次世代自駕計程車內狂飆 1,000+ TOPS
Waymo 證實為第六代 Driver 自行設計 5 奈米 ASIC 晶片，部署於 Ojai 自駕計程車，提供超過 1,000 TOPS 的感測資料前處理效能，直逼 Nvidia DRIVE AGX Thor，合作夥伴橫跨台積電、三星與 AMD。從晶片層級開始的垂直整合，正成為自駕計程車產業押注獲利的核心策略。
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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 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 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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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 ENHot Chips 2026 Kicks Off at Stanford: OpenAI's Jalapeño Finale and the Inference Silicon Wars
Hot Chips 2026 opens today at Stanford with NVIDIA's Vera and Rubin, Google's TPU 8, Microsoft's MAIA 200, and OpenAI's Jalapeño inference chip closing the show — the clearest sign yet that the AI battle has moved to custom silicon.
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Industry 中Hot Chips 2026 史丹佛登場：OpenAI Jalapeño 壓軸與推論晶片大戰
Hot Chips 2026 今天在史丹佛開幕，NVIDIA Vera 與 Rubin、Google TPU 8、Microsoft MAIA 200 同場較勁，OpenAI 的 Jalapeño 推論晶片擔綱壓軸——AI 戰場正式轉移到客製化矽晶片的最明確訊號。
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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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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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Industry ENNvidia's China Comeback Play: A Groq-Based LPU That Complies With US Export Rules — and the Denial That Followed
The Information reported Nvidia is preparing a China-specific LPU built on Groq-licensed inference technology that could clear US export rules without compute caps — Nvidia denied it within a day. Either way, the report reveals how the China AI chip endgame is now being fought.
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Industry 中Nvidia 的中國復活計畫：取得 Groq 授權、符合美國出口管制的新型 LPU——以及隨之而來的官方否認
《The Information》報導 Nvidia 正準備一款中國專用 LPU，採用 Groq 授權的推論技術，無需降規即可符合美國出口管制——Nvidia 在 24 小時內否認。無論真相為何，這份報導揭露了中國 AI 晶片終局之戰的新打法。
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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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Industry ENNvidia in Early Talks With Korean AI Chip Startup Rebellions
Bloomberg reports Jensen Huang met Rebellions CEO Sunghyun Park to discuss a partnership, investment, or acquisition — the latest move in Nvidia's AI-silicon consolidation campaign.
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Industry 中輝達傳與韓國 AI 晶片新創 Rebellions 洽談合作
Bloomberg 報導黃仁勳本週在輝達總部會見 Rebellions 執行長朴成賢，討論技術合作、投資甚至收購——這是輝達 AI 矽晶片整併行動的最新一步。
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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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Research ENNVIDIA's AVO Harness Takes Claude Opus 5 From 30% to 100% on ARC-AGI-3
NVIDIA research shows the agent harness—not the model—is the real hero: its AVO architecture lifted Claude Opus 5 from a 30% baseline to a perfect 100% RHAE score on ARC-AGI-3.
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Research 中NVIDIA AVO 架構讓 Claude Opus 5 在 ARC-AGI-3 從 30% 躍升至 100%
NVIDIA 研究證明：決定 AI Agent 表現的關鍵是 harness 而非模型本身——AVO 架構讓 Claude Opus 5 在 ARC-AGI-3 基準測試從 30% 基線衝上 100% 滿分。
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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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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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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 ENNvidia's Reported China Comeback Plan: A Groq-licensed LPU Inference Chip — and a Swift Denial
The Information reports Nvidia is readying a China-specific inference chip built on Groq LPU technology for small-batch shipments by year-end. Nvidia calls the report 'incorrect' — but its denial leaves room to maneuver.
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Industry 中Nvidia 傳以 Groq 授權 LPU 推理晶片重返中國——隨即遭官方否認
The Information 報導 Nvidia 正開發中國專用推理晶片，採用 Groq LPU 技術、年底前小批量出貨；Nvidia 回應「報導有誤」，但聲明措辭留下了日後翻轉的空間。
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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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Industry ENNvidia Pays $6 Billion to License Poolside's AI Models and Hires Its Team
Nvidia agreed to pay $6 billion for a non-exclusive license to Poolside's Model Factory code-generation models, invested $1 billion at a $12 billion pre-money valuation, and extended offers to all 109 Poolside employees — the chipmaker's latest mega-scale acqui-hire.
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Industry 中Nvidia 斥資 60 億美元取得 Poolside AI 模型授權，並把整個團隊挖進門
Nvidia 同意支付 60 億美元取得 Poolside Model Factory 程式碼模型的非專屬授權，另以 120 億美元投前估值投資 10 億美元，並向全部 109 名員工提出轉職邀約——這是晶片巨頭最新、也最大規模的超級授權加人才收購案。
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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。
- Tools EN
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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Industry ENEtched Doubles to a $21 Billion Valuation in a Month as Jane Street Puts Its Sohu Racks to Work
Transformer-only chip startup Etched raised $700M at a $21B valuation led by Jane Street, its first customer — after the quant firm ran live workloads on its first Sohu rack and customer contracts topped $1B.
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Industry 中Etched 一個月內估值翻倍至 210 億美元，Jane Street 讓 Sohu 機櫃正式上線
專做 transformer 推論晶片的 Etched 完成 Jane Street 領投的 7 億美元融資，估值達 210 億美元——這家量化交易公司在自家機房以 Sohu 晶片跑實際工作負載後，決定同時成為客戶與投資人。
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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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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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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 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 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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Industry ENChina's Humanoids Face the Money Question as World Robot Conference Opens in Beijing
The 2026 World Robot Conference opened in Beijing with 300+ exhibitors, a sixfold Unitree IPO pop, and a hard pivot from viral demos to proving robots can earn their keep.
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Industry ENChina Quietly Lets Nvidia's H200 Back In — ByteDance and Tencent Each Get 10,000 Chips
An FT exclusive reveals Beijing has allowed small batches of Nvidia's H200 into mainland China, with ByteDance and Tencent each receiving about 10,000 units — a cautious thaw in the AI chip war after months of blocked shipments.
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Industry 中中國低調放行 Nvidia H200：字節跳動、騰訊各拿到一萬顆
FT 獨家揭露，北京已允許小批 Nvidia H200 進口中國大陸，字節跳動與騰訊近期各自接收約一萬顆——歷經數月封鎖後，AI 晶片戰出現謹慎解凍的跡象。
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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 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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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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Policy ENTen Thousand H200s Each: ByteDance and Tencent Get Their Nvidia Chips — but Beijing Keeps Them in Hong Kong
FT reveals ByteDance and Tencent have each received ~10,000 Nvidia H200 processors — the first sizeable shipments since US approval — but Chinese regulators are directing the hardware to Hong Kong to shield domestic chipmakers.
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Policy 中各一萬顆 H200：字節跳動與騰訊拿到輝達晶片——但北京把它們留在香港
FT 獨家揭露：字節跳動與騰訊已各自收到約一萬顆 Nvidia H200 處理器——這是美國放行後首批具規模的出貨——但中國監管機構指示這些硬體必須部署在香港，以保護本土晶片產業。
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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 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 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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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 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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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 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 ENUber Dumps Its Entire Serve Robotics Stake as the Delivery-Robot Alliance Unravels
Uber has sold off its whole stake in sidewalk-delivery pioneer Serve Robotics, days after Serve slashed its 2026 revenue outlook by more than half and said it won't renew the Uber deal next year.
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Industry 中Uber 出清 Serve Robotics 全部持股，自動送貨機器人聯盟走向瓦解
Uber 已全數出清人行道送貨機器人先驅 Serve Robotics 的持股。就在幾天前，Serve 才將 2026 年營收預測大砍逾半，並宣布明年不再續簽與 Uber 的合作協議。
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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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Models ENNVIDIA's Nemotron 3.5 Lightning Is a 30B Open Model Built to Do the Agent Grunt Work
NVIDIA's new open 30B MoE model with just 3B active parameters targets the high-volume execution layer of always-on agents — 4x faster output, 54.3% on SWE-Bench Verified, and a 1M-token context, all under the permissive OpenMDW license.
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Models 中NVIDIA Nemotron 3.5 Lightning：專門處理 Agent 苦差事的 30B 開源模型
NVIDIA 最新開源 30B MoE 模型僅啟用 3B 參數，專為常駐型 Agent 的高頻執行層而設計——輸出速度最快達 4 倍、SWE-Bench Verified 拿下 54.3%，支援 1M token 上下文，並採用寬鬆的 OpenMDW 授權。
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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 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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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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Policy ENGOP Senator Jim Banks Urges Trump to Back US Open-Weight AI Models
Senator Jim Banks wants incentives for American open-weight AI and curbs on Chinese rivals, escalating a debate that has split the US tech industry.
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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 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。
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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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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 ENIlya Sutskever's SSI Prepares to Break Silence: First AI Model Imminent as Nvidia-Backed Lab Nears Launch
Safe Superintelligence Inc., the secretive lab founded by former OpenAI chief scientist Ilya Sutskever, is reportedly preparing to release its first model this month — backed by Nvidia's $5B investment and Vera Rubin compute.
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Models 中Ilya Sutskever 的 SSI 準備打破沉默：Nvidia 支持的實驗室即將發布首個 AI 模型
由前 OpenAI 首席科學家 Ilya Sutskever 創立的神秘實驗室 Safe Superintelligence Inc. 據傳即將在本月發布首個模型，背後有 Nvidia 50 億美元投資與 Vera Rubin 運算資源支持。
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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 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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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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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 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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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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Models ENIlya Sutskever's SSI Signals Its First AI Model: The $32 Billion Lab Breaks Its Vow of Silence
Safe Superintelligence, the secretive lab founded by OpenAI's former chief scientist, is reportedly preparing to release its first model in August — after two years of shipping nothing and promising it never would.
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Models 中Ilya Sutskever 的 SSI 釋出首個 AI 模型訊號：320 億美元實驗室打破沉默誓言
由 OpenAI 前首席科學家創立的神秘實驗室 Safe Superintelligence，傳出將於八月發布首個模型——在兩年來零產品、且曾承諾絕不推出過渡產品之後。
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Industry ENAnthropic Goes Silicon: Claude's Creator Builds Its Own Chip Design Team
Anthropic confirmed it is assembling an in-house custom silicon team to design chips for Claude, offering up to $485K salaries and aiming to reduce Nvidia dependence.
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Industry 中Anthropic 進軍晶片：Claude 創造者組建自有晶片設計團隊
Anthropic 確認正在組建內部自訂矽晶圓團隊，為 Claude 設計專屬晶片，薪資最高達 48.5 萬美元，目標是降低對 Nvidia 的依賴。
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Industry ENMicrosoft Gears Up to Unveil Maia 300 AI Chip in Bid to Cut Nvidia Dependency
Microsoft is preparing to publicly unveil its next-generation Maia 300 AI inference chip this fall, with talks underway for over 300,000 units from TSMC for 2027 delivery.
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Industry 中微軟蓄勢待發：Maia 300 AI 晶片今秋亮相，劍指降低對 Nvidia 的依賴
微軟正準備於今秋公開發表次世代 Maia 300 AI 推論加速晶片，並與台積電洽談 2027 年交付超過 30 萬顆的產能。
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Models ENHuawei's Ascend 950DT Debuts This August: China's Answer to Nvidia Takes Shape
Huawei's Ascend 950DT AI chip — with 144GB HiZQ memory, 4TB/s bandwidth, and native FP8 support — debuts in August 2026, with DeepSeek V4.2 tipped as an early adopter in China's push for AI hardware self-sufficiency.
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Models 中華為昇騰 950DT 八月登場：中國挑戰輝達的關鍵一步
華為昇騰 950DT AI 晶片配備 144GB HiZQ 記憶體、4TB/s 頻寬與原生 FP8 支援，於 2026 年 8 月亮相，DeepSeek V4.2 可望成為首批採用者，標誌中國 AI 硬體自主化的重大里程碑。
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Models ENIlya Sutskever's SSI Prepares Its First AI Model After Raising Billions With Zero Products
Safe Superintelligence Inc., founded by former OpenAI chief scientist Ilya Sutskever, is rumored to release its first model in August 2026 after raising over $6 billion — without shipping a single product.
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Models 中Ilya Sutskever 的 SSI 在零產品下募資數十億美元後，即將推出首款 AI 模型
由前 OpenAI 首席科學家 Ilya Sutskever 創立的 Safe Superintelligence Inc.，在未推出任何產品的情況下募資超過 60 億美元後，傳聞將於 2026 年 8 月發表首款模型。
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Models ENNVIDIA's Cosmos 3 Edge Puts a 4B World Model Inside Every Robot
NVIDIA's open-source 4B-parameter world model runs real-time perception, prediction, and action generation directly on edge GPUs — no cloud required.
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Models 中NVIDIA Cosmos 3 Edge：把 4B 世界模型裝進每一台機器人
NVIDIA 開源的 40 億參數世界模型，能在邊緣 GPU 上即時完成感知、預測與動作生成——完全不需要雲端。