# AI news for Wednesday, Nov 11, 2026

- HTML page: https://aidr.today/date/2026-11-11?lang=en
- Other language: https://aidr.today/date/2026-11-11.md?lang=vi
- Previous day: https://aidr.today/date/2026-11-10.md?lang=en

## AI;DR

- Google made Gemini 4 Carbon available to developers, enterprises, scientists and consumers after a two-week limited rollout for cyber defenders. It launches at $2/$10 per million input/output tokens, doubling to $4/$20 on Dec. 1. ([story](https://aidr.today/e5607ea9?lang=en))
- Anthropic unveiled office tools including a video-call assistant, data dashboard and Claude Sheets, Bloomberg reports. The suite embeds its AI in everyday office work as it competes with Microsoft. ([story](https://aidr.today/aa9b294e?lang=en))
- Anthropic’s IPO is priced at $70–$78 a share, implying up to a $1.404T valuation and raising as much as $64.35B, while seven strategic investors commit $26B. Reuters and the Financial Times report demand already covers the offering. ([story](https://aidr.today/cabfac62?lang=en))
- ChatGPT is adding verified AI Business Agents in separate chats from users’ main conversations. The feature targets business work while keeping those interactions distinct from regular ChatGPT chats. ([story](https://aidr.today/3ec8add9?lang=en))
- Apple’s Harbor, in private preview under Claris, clusters Macs over Thunderbolt 5 into local AI inference servers for open-weight models. It pools memory so larger models run without sending data to the cloud. ([story](https://aidr.today/b52c0fe0?lang=en))
- Nvidia is rallying customers and partners against tighter U.S. chip-export rules, while a classified warning flagged Jensen Huang’s alleged ties to Alice Huang and dozens of diversion reports. Proposed laws target overseas GPU rentals to firms such as Moonshot AI before January. ([story](https://aidr.today/b0117c41?lang=en))
- The peer-reviewed SPECTRA release compresses any LLM 3.31x with near-lossless Group-32 microscaling, using under 50 MB of RAM. It reports 82.53 tok/s decoding on 4GB consumer GPUs without calibration.
- Alibaba launched Qwen4 for agentic tasks and software development, with Qwen4-Max in preview through Token Plan, QwenWork, Qoder, QwenStudio and the Qwen app. Qwen4-27B is scheduled for Nov. 11 at 3 p.m. Beijing time. ([story](https://aidr.today/b7f36436?lang=en))
- New York’s AI safety law requires major developers including OpenAI and Anthropic to register, disclose safety practices and report critical incidents or face fines. Governor Kathy Hochul also launched a center to independently test AI systems and train safety experts. ([story](https://aidr.today/636bec9b?lang=en))
- Fish Audio released Live 3, a full-duplex voice model for voice agents that listens while speaking, distinguishes acknowledgments from interruptions and reacts in as little as 186 ms. English is the only launch language. ([story](https://aidr.today/48bed84d?lang=en))

## Ranked stories

1. [Anthropic unveils office tools, including a video call assistant, a data dashboard, and spreadsheet service Claude Sheets, in a bid to compete with Microsoft (Shirin Ghaffary/Bloomberg)](https://aidr.today/aa9b294e?lang=en) — Products · techmeme.com
   Anthropic unveils office tools including a video call assistant, a data dashboard, and spreadsheet service Claude Sheets. Anthropic PBC is releasing a suite of tools that integrate its artificial intelligence capabilities into everyday office work. This is in a bid to compete with Microsoft.
2. [Anthropic Opens $1.4T IPO to Australian Retail Investors](https://aidr.today/cabfac62?lang=en) — Funding · huggingnews.com
   Anthropic has filed regulatory documents allowing Australian retail investors to participate in its $1.4 trillion initial public offering.
3. [ChatGPT is getting verified AI ‘Business Agents’](https://aidr.today/3ec8add9?lang=en) — Agents · theverge.com
   Business AI chats will be separate from the main ChatGPT conversation.
4. [Apple's Harbor App Turns Mac Computers Into Local AI Inference Servers](https://aidr.today/b52c0fe0?lang=en) — Products · marketbrief.now
   Apple is creating the Harbor App to run large artificial intelligence models on Mac computers. The software uses Thunderbolt 5 to cluster connected Macs, allowing local execution of open-weight models on Apple silicon.
5. [Nvidia Recruits Industry Allies to Fight Tighter U.S. Chip Export Rules](https://aidr.today/b0117c41?lang=en) — Regulation · marketbrief.now
   Nvidia is urging its customer base and industry partners to advocate against proposed limits on AI hardware shipments to China. The proposed legislation seeks to eliminate a regulatory gap allowing Chinese firms, including Moonshot AI, to rent high-end GPU capacity from overseas data centers. Lawmakers plan to include the three export control bills in the National Defense Authorization Act before…
6. [Commerce Chief Lutnick Got Classified Warning on Nvidia CEO's Alleged Spy Ties](https://aidr.today/c3442ce4?lang=en) — Regulation · marketbrief.now
   Commerce Secretary Howard Lutnick received a highly classified memo warning about Nvidia CEO Jensen Huang's relationship with suspected Chinese intelligence operative Alice Huang. The Commerce Department halted its chip-smuggling investigation into Singapore-based Megaspeed and transferred the case to the Justice Department last year.
7. [Anthropic IPO Bankers Prepare for Valuation of $1.5T or Higher as Orders Cover Offering](https://aidr.today/45f87698?lang=en) — Funding · marketbrief.now
   Bankers are preparing for an Anthropic valuation of $1.5 trillion or higher. Institutional investors covered the entire 825 million share offering on the first day of the roadshow. Anthropic is seeking to raise up to $64.35 billion in the IPO.
8. [Alibaba Debuts Qwen4 AI Models With Preview Access for Max Version](https://aidr.today/b7f36436?lang=en) — Tools · marketbrief.now
   Alibaba has launched the Qwen4 series of large language models, designed for agentic tasks and software development. The Qwen4-Max version is available in preview through the company's Token Plan, with early access on QwenWork, Qoder, QwenStudio, and the Qwen app. The Qwen4-27B model is scheduled for official release on Nov. 11 at 3:00 p.m. Beijing time.
9. [OpenAI, Anthropic face new oversight as New York’s AI safety law takes effect](https://aidr.today/636bec9b?lang=en) — Regulation · techcrunch.com
   New York is preparing to enforce its AI safety law. Major developers like OpenAI and Anthropic must register, disclose safety practices, and report critical incidents or face fines.
10. [Chinese University Linked to Military Acquired Nvidia H200 Chips Despite US Blacklist](https://aidr.today/0de761db?lang=en) — Chips · marketbrief.now
   A Chinese academic institution with defense sector connections purchased restricted Nvidia H200 chips in late October despite a U.S. trade ban, according to procurement records.
11. [New York Governor Kathy Hochul launches the US' first effort to independently test AI systems and train a new generation of AI safety experts via a new center (Calder McHugh/Politico)](https://aidr.today/c88f7841?lang=en) — Regulation · techmeme.com
12. [llm-gemini 0.36](https://aidr.today/e5607ea9?lang=en) — Models · simonwillison.net
13. [Fish Audio Releases Live 3, a Full-Duplex Voice Model That Reacts in 186 ms](https://aidr.today/48bed84d?lang=en) — Models · marktechpost.com
14. [Baidu: ERNIE-5.5-Flash-Preview is now on OpenRouter](https://aidr.today/ce25bf7b?lang=en) — Tools · openrouter.ai
15. [Lazare, veni foras: Reprogramming Dormant Neurons to Backdoor AI Agents](https://aidr.today/e1742b0e?lang=en) — Research · microsoft.com
16. [Gemini 4 Carbon arrives just in time to feel like yesterday's news in the fastest model cycle yet](https://aidr.today/37af5331?lang=en) — Models · the-decoder.com
17. [Introducing Kimi K3.1 Pro on Amazon Bedrock](https://aidr.today/edde9887?lang=en) — Tools · aws.amazon.com
18. [Updated S-1: Anthropic's seven co-founders will sell $1.75B of stock in next week's IPO, each offering shares worth ~$250M at the midpoint of its IPO range (Dylan Sloan/Bloomberg)](https://aidr.today/5d204706?lang=en) — Funding · techmeme.com
19. [TimeOmni-o1: Bidirectionally Coupling Time Series Foundation Models and LLMs for Multimodal Reasoning and Forecasting](https://aidr.today/73b360ed?lang=en) — Research · arxiv.org
20. [dNaViT: Discrete Codes are General-Purpose Visual Representations](https://aidr.today/3fe55aec?lang=en) — Research · huggingface.co
21. [Source: OpenAI told investors on Tuesday that its revenue jumped 50% to around $10B in Q3, up from 17% growth in Q2 (The Information)](https://aidr.today/0ecfc729?lang=en) — Industry · techmeme.com
22. [Grok Build coding agent leaks oodles of confidential info, some belonging to SpaceXSI](https://aidr.today/43aaed48?lang=en) — Tools · arstechnica.com
23. [CoreWeave's Revenue Backlog Swells to $132.5B on Surging AI Compute Demand](https://aidr.today/b1ef4693?lang=en) — Industry · marketbrief.now
24. [Google DeepMind's Gemini Robotics 2.5 scores 96 percent sorting metal parts in a Mercedes-Benz assembly pilot](https://aidr.today/071dff67?lang=en) — Models · the-decoder.com
25. [Auditable Human-Agent Teams for Autonomous X-ray Experimentation](https://aidr.today/f6365915?lang=en) — Research · arxiv.org
26. [OpenAI Reports July Intrusion by AI Agents Using Credentials From Earlier Breach](https://aidr.today/52350ef5?lang=en) — Agents · marketbrief.now
27. [Anthropic Reserves Up to $12.9B of IPO Shares for Retail Buyers on Robinhood, Schwab and Fidelity](https://aidr.today/7c75e879?lang=en) — Funding · marketbrief.now
28. [Senator Kevin Cramer Calls for Nvidia CEO Jensen Huang to Resign Over Alleged Chinese Spy Affair](https://aidr.today/8cb9b5c6?lang=en) — Regulation · marketbrief.now
29. [S-1: Nvidia plans to invest about $10B in Anthropic after its IPO, or ~10% of the new cash Anthropic is expected to raise this month, including in the IPO (Cory Weinberg/New York Times)](https://aidr.today/b2e152f7?lang=en) — Funding · techmeme.com
30. [Robbyant's LingBot-Touch Model Cuts Robot Touch Error by 97% on Unseen Sensors](https://aidr.today/02351866?lang=en) — Open Source · marketbrief.now
31. [A deep dive into AMD's Zen 6 EPYC Venice: it uses TSMC's N2P, the 9686F often beats Nvidia's Vera, a dual 9996 is up to 93% faster than a dual Zen 5 9965, more (Jake Roach/Tom's Hardware)](https://aidr.today/67b09286?lang=en) — Chips · techmeme.com
32. [Nvidia's model GR00T 2 watches humans on video, then imagines itself as the robot](https://aidr.today/e5a3d93a?lang=en) — Models · the-decoder.com
33. [EarthRecord: From Pixels to Land Change with Multimodal Agents over Four Decades of Satellite Imagery](https://aidr.today/70b6e0e3?lang=en) — Data · arxiv.org
34. [SoftBank Considers Reducing AI Spending as Shares Sink 10% Following Quarterly Loss](https://aidr.today/e8fdbc86?lang=en) — Industry · huggingnews.com
35. [Actionable Feedback: Improving Model Capabilities from User Edit Data on Clinical Documentation](https://aidr.today/3ecfcf23?lang=en) — Research · arxiv.org
36. [Stripe Integrates OpenRouter to Manage AI Token Routing and Costs for Businesses](https://aidr.today/7110de20?lang=en) — Tools · marketbrief.now
37. [World In-Context Learning for Agentic Robot Manipulation](https://aidr.today/ea3dec2c?lang=en) — Frameworks · huggingface.co
38. [Anthropic Backers Market $500M in Early IPO Shares for Fees Up to 5%](https://aidr.today/2fcfc653?lang=en) — Funding · marketbrief.now
39. [Researcher Open-Sources Data on 400 Fake Accounts Used in Pro-Nvidia Influence Operation](https://aidr.today/24d9dc40?lang=en) — Research · marketbrief.now
40. [Oura agrees to acquire AI and on-demand doctor service Counsel Health for $625M, says Q4 revenue grew 153% YoY to $533M and FY 2026 revenue grew 92% to $1.75B (Mark Gurman/Bloomberg)](https://aidr.today/85ef4731?lang=en) — Industry · techmeme.com
41. [More Than 1,900 Anthropic Customers Now Pay At Least $1 Million Annually](https://aidr.today/aed6a5bd?lang=en) — Industry · marketbrief.now
42. [SoftBank Reports Surprise $7B Loss After AI Infrastructure Writedowns](https://aidr.today/9d857a80?lang=en) — Industry · marketbrief.now
43. [MMDM: Measuring Massive Multitask Decision Making](https://aidr.today/b28e2d9a?lang=en) — Data · huggingface.co
44. [PSI is trying to make a business out of AI-driven scientific discovery](https://aidr.today/39a6d410?lang=en) — Research · techcrunch.com
45. [CoreWeave Jumps 7% as $3.66B Q3 Revenue Beat and Higher 2026 Guidance Offset $1.15B Q4 Interest Bill](https://aidr.today/7437c8ff?lang=en) — Industry · marketbrief.now
46. [Geodesic's NovaAtom-Lite Outperforms AlphaFold 3 on Drug Discovery Benchmark](https://aidr.today/10cc2812?lang=en) — Models · marketbrief.now
47. [China's Data Center Construction Costs Fall to One-Fifth of US Levels](https://aidr.today/4c031943?lang=en) — Infra · marketbrief.now
48. [Brasilidade: Measuring Brazilian Identity for Large Language Models](https://aidr.today/63563f5f?lang=en) — Open Source · arxiv.org
49. [DexForesight: Grounding Dexterous Policies with Implicit Spatial Foresight](https://aidr.today/90da9080?lang=en) — Research · huggingface.co
50. [Meta FAIR Releases e-means: An Algorithm Beating k-means in 10x Fewer Epochs](https://aidr.today/dba183e7?lang=en) — Frameworks · marktechpost.com
51. [Goodfire Debuts Autonomous Tool to Map Computational Roles of AI Neurons](https://aidr.today/4e778d51?lang=en) — Research · marketbrief.now
52. [TSMC Approves $40.93B for Capital Spending and Hikes Quarterly Dividend](https://aidr.today/9ca2974d?lang=en) — Industry · marketbrief.now
53. [Bị người dùng chê "keo kiệt", Anthropic bất ngờ tặng thêm lượt reset hạn mức Claude cho hàng loạt thuê bao trả phí](https://aidr.today/8c9aeae7?lang=en) — Products · genk.vn
54. [Microsoft tính trả tiền để GPU gaming của bạn đi “làm thêm” cho AI lúc nhàn rỗi](https://aidr.today/2f42f674?lang=en) — Chips · genk.vn
55. [Few-Step Streaming Video Generation via Condition Shifting](https://aidr.today/2927812d?lang=en) — Research · huggingface.co
56. [Graphon Secures $35M to Build Long-Term Memory for AI Agents](https://aidr.today/d9f27775?lang=en) — Data · marketbrief.now
57. [LLMs Play Zachtronics' TIS-100](https://aidr.today/76a08ecd?lang=en) — Research · tis-100.wincon.dev
58. [On-Device Speech Recognition and Text-to-Speech in Google AI Edge Gallery](https://aidr.today/e842bdb7?lang=en) — Frameworks · developers.googleblog.com
59. [AI Engineer Code Summit: OpenAI on New Ways of Working With Codex](https://aidr.today/a545d27a?lang=en) — Tools · latent.space
60. [Hedra Launches Model Factory for Specialized Robotics and Physical AI](https://aidr.today/48535066?lang=en) — Tools · marketbrief.now
61. [OpenAI Buys AI Travel Startup Odessia](https://aidr.today/82dcd2dd?lang=en) — Industry · marketbrief.now
62. [NY-based Daylight, which provides AI-powered managed security, raised an $80M Series B led by Goldman Sachs Alternatives, sources say at a ~$400M valuation (Maria Armental/Wall Street Journal)](https://aidr.today/79cbbac4?lang=en) — Funding · techmeme.com
63. [Coframe, which uses AI to make websites that test and personalize themselves for each visitor, raised a $25M Series A, bringing its total funding to $35M (Ben Bergman/Business Insider)](https://aidr.today/3d710f10?lang=en) — Funding · techmeme.com
64. [Vorflux Debuts AI Agents to Manage Software Engineering Work in Slack](https://aidr.today/885f201e?lang=en) — Tools · marketbrief.now
65. [Railway Reports $740,000 in AI Key Theft Across 100,000 Workspaces](https://aidr.today/10550282?lang=en) — Infra · huggingnews.com
66. [Inkbox Raises $5.3M to Launch Cloud Hosting for AI Agents](https://aidr.today/4d780024?lang=en) — Tools · marketbrief.now
67. [The AI Futures Project updates its AI timelines after METR's report on Anthropic R&D, saying it now expects a Superhuman AI Researcher to arrive in 2027 (AI Futures Project)](https://aidr.today/ae5d92a0?lang=en) — Research · techmeme.com
68. [CFTC Extends Review of First AI GPU Rental Futures to Jan. 8](https://aidr.today/ea1fc935?lang=en) — Regulation · marketbrief.now
69. [In a report, Railway says it believes the October hack targeted AI provider keys for resale, and unauthorized spend on the stolen keys was estimated at ~$740K (Lawrence Abrams/BleepingComputer)](https://aidr.today/9db1c1a4?lang=en) — Infra · techmeme.com
70. [An ensemble of graph generative models for assisted history matching of the Brugge field case](https://aidr.today/fb33af2f?lang=en) — Research · arxiv.org
71. [Lawsuit filing: Point72's quant unit Cubist claims its fired lead research analyst used Claude and Codex to steal source code before leaving for a competitor (Bloomberg)](https://aidr.today/829726d3?lang=en) — Industry · techmeme.com
72. [General Translation Raises $27M to Expand Software Localization Platform](https://aidr.today/cae79f6f?lang=en) — Tools · marketbrief.now
73. [MEGA Schedules December Debut for New AI Inference Marketplace](https://aidr.today/ba88f4db?lang=en) — Infra · marketbrief.now
74. [UK Chip Startup Tendrils Raises $30M to Build New CPU Architecture](https://aidr.today/099d686b?lang=en) — Funding · marketbrief.now
75. [Rishi Bommasani Launches New Nonprofit STABL to Address AI's Impact on Society](https://aidr.today/35d9db9e?lang=en) — Industry · marketbrief.now
76. [CoreWeave to Issue Investment-Grade Loan to Finance 90% of Related Capex](https://aidr.today/8902ec69?lang=en) — Funding · marketbrief.now
77. [NEAR AI Confirms About 100 User Accounts Compromised in SGLang Breach](https://aidr.today/3a20a7d8?lang=en) — Infra · marketbrief.now
78. [Perceptron Launches EgoHome Dataset for Fine-Grained Robot Vision Benchmarking](https://aidr.today/932dee21?lang=en) — Data · marketbrief.now
79. [How AI Helps Recyclers Turn Mixed Waste Into Reusable Material](https://aidr.today/0a9ebdb6?lang=en) — Products · blogs.nvidia.com
80. [NaiveAI Promises 2,100 Tokens per Second. How Well Does It Code?](https://aidr.today/d2e51838?lang=en) — Tools · latent.space
81. [AI Agents Find Previously Unmapped Maya Site in Mexico Using NASA Data](https://aidr.today/18f1918e?lang=en) — Agents · marketbrief.now
82. [BotPsy: On-Device Personal Assistant with a Sub-Billion-Parameter Agentic Language Model](https://aidr.today/19b4fcb1?lang=en) — Agents · huggingface.co
83. [Online learning on the programmable dataplane (2022)](https://aidr.today/6a62c89a?lang=en) — Research · theses.gla.ac.uk
84. [AI is an information gateway. Audiences still don't want it making their news](https://aidr.today/b704ee16?lang=en) — Research · niemanlab.org
85. [ChatGPT Plus for veterans and servicemembers](https://aidr.today/ac94b61a?lang=en) — Products · openai.com
86. [Designing for Agents — Zeno Rocha, Resend](https://aidr.today/b24e66b8?lang=en) — Tools · latent.space
87. [The US is winning the AI race. Jensen Huang could have blown it](https://aidr.today/38f76834?lang=en) — Chips · theverge.com
88. [An analysis of the tech job market in late 2026: product managers seem to be benefiting most in the AI era, demand for engineers is plateauing, and more (Lenny Rachitsky/Lenny's Newsletter)](https://aidr.today/1c08213a?lang=en) — Industry · techmeme.com
89. [Show HN: Get your coding agent off ~2019 JavaScript, onto modern web primitives](https://aidr.today/a4978faa?lang=en) — Open Source · github.com
90. [The agent evaluation playbook: Built-in, DeepEval, and AutoEval on Amazon Bedrock AgentCore Evaluations](https://aidr.today/b7cb8b28?lang=en) — Tools · aws.amazon.com
91. [What objective is reasoning solving?](https://aidr.today/242c2c52?lang=en) — Research · alexwang.ai
92. [Gilbert + Tobin rethinks the business of law with AI](https://aidr.today/65b96c23?lang=en) — Industry · openai.com
93. [Life on Claude Nine](https://aidr.today/bc7799c9?lang=en) — Agents · babuschk.in
94. [Người dùng mất hàng giờ cứu iPhone bất thành, nhờ Claude 20 phút đã “hồi sinh” máy](https://aidr.today/36b9aa17?lang=en) — Products · genk.vn
95. [Thoughts on AI Coding](https://aidr.today/caf64c29?lang=en) — Industry · danielbmarkham.com

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