AI 资讯周报 | 2026年11月02日 · 第17期
2026年11月02日，本期汇集了 91 条 AI 领域最新动态，覆盖产业商业、产品工具、学术前沿、政策监管和观点思考五大板块。
产业与商业 (17篇)
- 从"能调用"到"敢托付"：仪电智算云 Token 工厂的三重可信
来源：量子位 · 2026-11-02 - 老牌便利店机器人售货折戟：货架前还是摔瓶子
来源：量子位 · 2026-11-01 - Saudi Aramco takes 49% stake in AI firm Humain with $2.6 billion deal
来源：THE DECODER · 2026-11-02 - OpenAI steers ChatGPT users toward more paid usage with card and device limits
来源：THE DECODER · 2026-11-01 - OpenAI’s Chat-and-Work merger in ChatGPT signals the end of all-you-can-prompt pricing
来源：THE DECODER · 2026-10-30 - Google AI Mode hurts Search revenue: -15% $500B drop, worst since 2004 IPO. AI Bear Market coming?
来源：smol.ai · 2026-10-31 - DeepSeek DeepInfer: Open Source SOTA Inference making $22m/day
来源：smol.ai · 2026-10-21 - Elon Musk throttled Grok Bot for being unsustainably expensive
来源：The Verge · 2026-11-02 - AI churns out indie games as Itch.io daily submissions double
来源：The Verge · 2026-11-02 - Starbucks wants to use AI for personalized digital menu at drive-thru
来源：The Verge · 2026-10-30 - Silicon Valley wants you to invest in miracles (Anthropic IPO risk)
来源：The Verge · 2026-10-30 - Spotify aims to launch AI music remix service in Q1 2027
来源：The Verge · 2026-10-30 - Anthropic files to go public on NASDAQ as ANT with $16.3B H1 2026 revenue
来源：VentureBeat · 2026-10-26 - Moonshot’s Kimi K3.1 Pro flirts with open weights lead amid scandal allegations
来源：VentureBeat · 2026-10-25 - OpenAI and ServiceNow expand partnership across enterprise workflows
来源：OpenAI · 2026-10-28 - Anthropic expands partnership with GSA — 40% discount for government Claude
来源：Anthropic · 2026-10-27 - Anthropic invests $100M to train 10,000 engineers (Claude Frontier Academy)
来源：Anthropic · 2026-10-02
产品与工具 (31篇)
- 9 Best Free AI Tools for Students (Study, Notes, Writing)
来源：QuickOnlineTips · 2026-11-02 - 7 Best Free AI Note Takers for Meetings (2026)
来源：QuickOnlineTips · 2026-11-02 - Anthropic introduces Claude Opus 5.5 — leads in agentic coding and knowledge work, 40% cheaper than Opus 5
来源：Anthropic · 2026-11-02 - 小米开源了个150元的AI小玩意 HachimoDock，火到配件都涨价了
来源：量子位 · 2026-11-02 - Jev 新成果再次引爆开源
来源：量子位 · 2026-11-01 - Adobe tests AI agent EditAgent that edits images like a Photoshop professional
来源：THE DECODER · 2026-11-01 - Meta’s new frontier model Muse Wonder Full breaks into the AI top tier
来源：THE DECODER · 2026-10-27 - Gemini 4 Carbon tops leaderboards, launches for cyber defenders
来源：smol.ai · 2026-10-29 - Claude Haiku 5.5 — better than GPT-6 Luna at the same pricing
来源：smol.ai · 2026-10-08 - Reflection Beam — 501B-A23B American Open Model
来源：smol.ai · 2026-10-06 - Apple Intelligence finally coming to China with iOS 27.3
来源：The Verge · 2026-10-30 - Google built a robot planter called Sprout
来源：The Verge · 2026-10-31 - Anthropic renames Claude Max plans: Max and Ultra (Apple-style)
来源：The Verge · 2026-10-30 - Gemini Live might get an offline mode on Android
来源：The Verge · 2026-10-30 - Google sunsets AI coding agent Jules after two-year experiment
来源：The Verge · 2026-10-29 - Mistral Large 4 ‘Le Chonk’ arrives as top open model outside China with 63% lower cost
来源：VentureBeat · 2026-10-29 - Google unveils Gemini 4 Carbon retaking world No.1 spot
来源：VentureBeat · 2026-10-28 - GitHub Copilot Fusion mixes models to achieve near Opus 5.5 coding at half cost
来源：VentureBeat · 2026-10-28 - Liquid AI’s LFM3 puts browser agents, voice and image recognition on enterprise devices
来源：VentureBeat · 2026-10-27 - Scenario Labs opens MIT Agent Skills Library covering 70+ AI creative tools
来源：AlphaSignal · 2026-11-01 - NVIDIA shrinks DeepSeek V4.1 Flash by 75 GiB with almost no quality loss
来源：AlphaSignal · 2026-10-31 - OpenAI expands partnership with Oracle to bring apps to ChatGPT
来源：OpenAI · 2026-10-27 - Catching bugs before they land: Meta JiTTesting human-on-the-loop approach
来源：Meta · 2026-10-29 - Mistral Large 4 ‘Le Chonk’ — built for coders, trusted by defenders
来源：Mistral · 2026-10-29 - Voxtral 3
来源：Mistral · 2026-10-20 - AnySpeechRecognizer and AnyDecisionModel: open models for speech and decisions on Apple platforms
来源：Hugging Face · 2026-10-29 - Granite Switch 4.1.1 — update models like you update software
来源：Hugging Face · 2026-10-29 - Build specialized multimodal models with LFM3 (Liquid AI)
来源：Hugging Face · 2026-10-27 - Microsoft’s custom chip Maia 300
来源：Microsoft · 2026-10-12 - NVIDIA RTX Spark Windows laptops gain new models, agent tools and games
来源：NVIDIA · 2026-10-28 - GitHub ReviewBench: an open benchmark for AI code review
来源：GitHub · 2026-10-05
学术前沿 (20篇)
- Genie 4: A new generation of world simulation
来源：DeepMind · 2026-10-27 - Piloting the world’s first double-blind AI evaluations
来源：DeepMind · 2026-08 - 清华姚期智团队新作：代数世界模型，让AI像牛顿一样思考
来源：量子位 · 2026-11-01 - Anthropic’s watermark rollout leaves a loophole on two older Claude models
来源：THE DECODER · 2026-10-30 - Anthropic says one AI agent beats many subagents now that models can handle complexity alone
来源：THE DECODER · 2026-10-27 - Stanford and Arc Institute scientists used AI to design new viruses that killed bacteria
来源：THE DECODER · 2026-10-27 - Researchers find six patterns that make AI text so exhausting to read
来源：THE DECODER · 2026-10-27 - Quasi-Riemann-Hypothesis: OpenAI publishes 722 math papers solving 90 of top 500 open math problems
来源：smol.ai · 2026-10-07 - Google Project Suncatcher satellite transmits first response to Earth
来源：The Verge · 2026-10-30 - Sam Altman sympathizes with mathematicians but says AI math onslaught won’t stop
来源：The Verge · 2026-10-30 - AI tears up decades of computer science research (Exponential Time Hypothesis refuted)
来源：The Verge · 2026-10-30 - A coding agent’s harness can triple its cost without making it more accurate
来源：VentureBeat · 2026-10-23 - BKAI’s Vietnamese Bi-Encoder hits 824K downloads beating multilingual models
来源：AlphaSignal · 2026-11-02 - Penn and Microsoft turn AI citations into layered evidence trails
来源：AlphaSignal · 2026-11-01 - How we detect frontier model misalignment
来源：OpenAI · 2026-10-29 - Working with academic communities to build scientific understanding
来源：OpenAI · 2026-10-26 - Anthropic: early progress on accelerating drug development with Claude
来源：Anthropic · 2026-10-27 - Anthropic AI for Science expands to foundations and research institutions
来源：Anthropic · 2026-10-28 - Project Suncatcher satellite transmits first AI response to Earth
来源：Google AI · 2026-10-30 - Agentic AI joins the search for extraterrestrial signals
来源：NVIDIA · 2026-10-30
政策与监管 (16篇)
- Google DeepMind and Singapore Government collaborate on fine-tuned scam detection model
来源：DeepMind · 2026-10-14 - OpenAI重写大模型法则，第一条：忠于人类！！
来源：量子位 · 2026-11-02 - Claude紧急叫停！暗改Harness禁止逆向游戏
来源：量子位 · 2026-11-01 - OpenAI prepares lobbying blitz for a post-midterm Washington
来源：THE DECODER · 2026-11-01 - Open-weight model GLM 5.3 built full Firefox exploit chains with zero human input in under 48 hours
来源：THE DECODER · 2026-10-27 - OpenAI tightens ChatGPT controls around violence with new teen protections
来源：The Verge · 2026-11-02 - OpenAI, Google, Microsoft back new standard to opt out of AI scraping
来源：The Verge · 2026-10-30 - Pope Leo calls for disarmament of AI: ‘Machines are tools, not persons’
来源：The Verge · 2026-10-30 - Cursor says ~5000 people may have installed malicious Claude Code extension
来源：The Verge · 2026-10-30 - Maine data center revolt will decide who controls the Senate
来源：The Verge · 2026-10-30 - Wikipedia says bad AI copyright ruling could threaten the open web
来源：The Verge · 2026-10-30 - Senators demand Meta answer for ‘pervert glasses’ after 404 Media investigation
来源：404 Media · 2026-10-29 - EU/UK users can object to Meta AI training on user data
来源：404 Media · 2026-10-28 - Making it easier for websites to express AI training preferences (robots.txt standard)
来源：OpenAI · 2026-10-30 - Community safety report and new protections for teens (violence prevention)
来源：OpenAI · 2026-10-30 - An updated Model Spec — first principle ‘Be loyal to humanity’
来源：OpenAI · 2026-10-29
观点与思考 (7篇)
- ChatGPT vs Claude vs Gemini Plans Compared: Which AI Subscription Is Worth It?
来源：QuickOnlineTips · 2026-11-02 - Chinese AI models are politically complex, not just government mouthpieces, study finds
来源：THE DECODER · 2026-10-27 - Anthropic ends Coding Interviews: ‘Hunger beats tenure’
来源：smol.ai · 2026-10-28 - Workers can get religious exemption from using AI at work
来源：The Verge · 2026-11-01 - Proton CEO cancels AI ‘re-interviews’ after staff backlash
来源：The Verge · 2026-10-30 - Apple is entering its slop era
来源：404 Media · 2026-10-30 - How Google Beam connects military families globally
来源：Google AI · 2026-10-26