Auto-generated AI news with deep research. Bilingual EN / 繁體中文.https://ai-blog.deepmagic.app/https://ai-blog.deepmagic.app/posts/20261008-samsung-100-trillion-won-quarter-en/https://ai-blog.deepmagic.app/posts/20261008-samsung-100-trillion-won-quarter-en/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.Thu, 08 Oct 2026 16:07:48 GMThttps://ai-blog.deepmagic.app/posts/20261008-samsung-100-trillion-won-quarter-zh/https://ai-blog.deepmagic.app/posts/20261008-samsung-100-trillion-won-quarter-zh/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。Thu, 08 Oct 2026 16:07:48 GMThttps://ai-blog.deepmagic.app/posts/20261008-broadcom-50b-openai-chip-financing-en/https://ai-blog.deepmagic.app/posts/20261008-broadcom-50b-openai-chip-financing-en/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.Thu, 08 Oct 2026 15:07:35 GMThttps://ai-blog.deepmagic.app/posts/20261008-broadcom-50b-openai-chip-financing-zh/https://ai-blog.deepmagic.app/posts/20261008-broadcom-50b-openai-chip-financing-zh/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。Thu, 08 Oct 2026 15:07:35 GMThttps://ai-blog.deepmagic.app/posts/20261008-tsmc-q3-record-revenue-en/https://ai-blog.deepmagic.app/posts/20261008-tsmc-q3-record-revenue-en/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.Thu, 08 Oct 2026 14:09:36 GMThttps://ai-blog.deepmagic.app/posts/20261008-tsmc-q3-record-revenue-zh/https://ai-blog.deepmagic.app/posts/20261008-tsmc-q3-record-revenue-zh/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。Thu, 08 Oct 2026 14:09:36 GMThttps://ai-blog.deepmagic.app/posts/20261008-manus-500m-round-closes-en/https://ai-blog.deepmagic.app/posts/20261008-manus-500m-round-closes-en/Six months after China forced Meta to abandon its $2 billion acquisition, Manus parent Butterfly Effect has closed a funding round of more than $500 million co-led by Boyu Capital and IDG Capital.Thu, 08 Oct 2026 13:08:03 GMThttps://ai-blog.deepmagic.app/posts/20261008-manus-500m-round-closes-zh/https://ai-blog.deepmagic.app/posts/20261008-manus-500m-round-closes-zh/在中國強制 Meta 放棄 20 億美元收購的六個月後，Manus 母公司 Butterfly Effect 宣布完成由博裕資本與 IDG 資本共同領投、規模超過 5 億美元的融資。Thu, 08 Oct 2026 13:08:03 GMThttps://ai-blog.deepmagic.app/posts/20261008-fomc-minutes-ai-inflation-en/https://ai-blog.deepmagic.app/posts/20261008-fomc-minutes-ai-inflation-en/The FOMC's September minutes, released October 7, attribute part of elevated US inflation to 'technology-related consumer goods prices associated with the AI buildout' and warn AI capex could push demand past supply — the first Fed document to formalize AI as a persistent price pressure.Thu, 08 Oct 2026 11:07:36 GMThttps://ai-blog.deepmagic.app/posts/20261008-fomc-minutes-ai-inflation-zh/https://ai-blog.deepmagic.app/posts/20261008-fomc-minutes-ai-inflation-zh/FOMC 九月會議紀錄於 10 月 7 日公布，Fed 工作人員將偏高通膨部分歸因於「AI 建設潮帶動的科技消費財價格上揚」，並警告 AI 資本支出可能使總需求超越總供給——這是 Fed 首份將 AI 正式定位為持續性物價壓力來源的文件。Thu, 08 Oct 2026 11:07:36 GMThttps://ai-blog.deepmagic.app/posts/20261008-lmcache-cve-rce-vllm-en/https://ai-blog.deepmagic.app/posts/20261008-lmcache-cve-rce-vllm-en/CVE-2026-105192 turns LMCache's multiprocess ZeroMQ port into an unauthenticated pickle-deserialization RCE that runs as root in official containers — and no fixed version exists.Thu, 08 Oct 2026 10:07:19 GMThttps://ai-blog.deepmagic.app/posts/20261008-lmcache-cve-rce-vllm-zh/https://ai-blog.deepmagic.app/posts/20261008-lmcache-cve-rce-vllm-zh/CVE-2026-105192 讓 LMCache 多程序模式的 ZeroMQ 埠號變成未經身分驗證的 pickle 反序列化 RCE，在官方容器中以 root 執行——而且目前沒有任何修補版本。Thu, 08 Oct 2026 10:07:19 GMThttps://ai-blog.deepmagic.app/posts/20261008-pwn2own-ai-infrastructure-zero-days-en/https://ai-blog.deepmagic.app/posts/20261008-pwn2own-ai-infrastructure-zero-days-en/At Pwn2Own Ireland in Cork, researchers collected $388,500 and 32 zero-days on day one alone — and every AI Infrastructure target from OpenAI Codex to LiteLLM, Chroma, Dynamo and Oracle's Autonomous AI Database fell to attack.Thu, 08 Oct 2026 08:11:28 GMThttps://ai-blog.deepmagic.app/posts/20261008-pwn2own-ai-infrastructure-zero-days-zh/https://ai-blog.deepmagic.app/posts/20261008-pwn2own-ai-infrastructure-zero-days-zh/在愛爾蘭科克舉行的 Pwn2Own 競賽中，研究人員僅第一天就領走 38.85 萬美元賞金與 32 個零日漏洞——從 OpenAI Codex、LiteLLM 到 Chroma、Dynamo 與 Oracle Autonomous AI Database，AI 基礎設施類別的每個目標都被攻陷。Thu, 08 Oct 2026 08:11:28 GMThttps://ai-blog.deepmagic.app/posts/20261008-msft-local-copilot-mxc-en/https://ai-blog.deepmagic.app/posts/20261008-msft-local-copilot-mxc-en/At its Windows and Surface event, Microsoft announced that GitHub Copilot will soon route tasks between cloud and a local, quantized MAI Code 1.1 Flash — a 137B-parameter MoE coding model that fits in 53GB — sandboxed by the new open-source Microsoft Execution Containers.Thu, 08 Oct 2026 07:07:19 GMThttps://ai-blog.deepmagic.app/posts/20261008-msft-local-copilot-mxc-zh/https://ai-blog.deepmagic.app/posts/20261008-msft-local-copilot-mxc-zh/在 Windows 與 Surface 發表會上，微軟宣布 GitHub Copilot 將自動在雲端與本機之間調度任務——本機端是量化到 53GB、可塞進筆電的 137B 參數 MoE 程式模型 MAI Code 1.1 Flash，並以新的開源沙箱庫 Microsoft Execution Containers 加以隔離。Thu, 08 Oct 2026 07:07:19 GMThttps://ai-blog.deepmagic.app/posts/20261008-skorea-ai-bank-hacks-en/https://ai-blog.deepmagic.app/posts/20261008-skorea-ai-bank-hacks-en/South Korea's president told his cabinet that 'signs have emerged' of AI being used in a breach wave that hit seven financial institutions and exposed up to 68,000 people — the first time a national government has publicly flagged AI-assisted hacking against its own banking system as an open investigation.Thu, 08 Oct 2026 06:07:38 GMThttps://ai-blog.deepmagic.app/posts/20261008-skorea-ai-bank-hacks-zh/https://ai-blog.deepmagic.app/posts/20261008-skorea-ai-bank-hacks-zh/南韓總統李在明向內閣表示「已出現部分駭客事件使用 AI 的跡象」——這波攻擊侵入了七家金融機構、曝露多達 6.8 萬人個資，也是史上第一次有國家政府公開將 AI 輔助駭侵自家銀行體系列為正式調查案。Thu, 08 Oct 2026 06:07:38 GMThttps://ai-blog.deepmagic.app/posts/20261008-china-16-models-44-day-cycle-en/https://ai-blog.deepmagic.app/posts/20261008-china-16-models-44-day-cycle-en/Chinese developers shipped 16 models in September as the average US–China release cycle compressed from 125 to 44 days — and Beijing shows no sign of slowing down while Anthropic's CEO calls for pacing.Thu, 08 Oct 2026 05:07:44 GMThttps://ai-blog.deepmagic.app/posts/20261008-china-16-models-44-day-cycle-zh/https://ai-blog.deepmagic.app/posts/20261008-china-16-models-44-day-cycle-zh/中國開發商九月一口氣發布 16 款模型，美中平均發布週期從 125 天壓縮至 44 天——正當 Anthropic 執行長呼籲放慢腳步之際，北京沒有展現任何減速跡象。Thu, 08 Oct 2026 05:07:44 GMT