1–7 November 2026
The week's stories that will still matter next week, with the noise taken out.
Voters push back on data centers
Local votes and protests turned AI power sites into a live political fight this week.
ChatGPT search volume is a fifth of Google's
OpenAI said web searches through ChatGPT now equal 20 percent of Google’s volume, according to product lead Adam Fry at a press event.
Agents & codingMistral previews hosted agents that keep running
Mistral put Managed Agents in public preview.
Video generationGemini Omni 1.2 Flash makes 15-second clips
Google made Omni 1.2 Flash generally available with clips up to 15 seconds, up from 10.
Story of the week
The single most consequential story of the week.
ChatGPT search volume is a fifth of Google's
OpenAI said web searches through ChatGPT now equal 20 percent of Google’s volume, according to product lead Adam Fry at a press event. He did not name where the Google figure came from.
Why it's the story of the weekIf true, that scale would justify ads in answers and pressure search business models.
Models & labs
New models, the labs behind them, and the rules they answer to.
ChatGPT search volume is a fifth of Google's
OpenAI said web searches through ChatGPT now equal 20 percent of Google’s volume, according to product lead Adam Fry at a press event. He did not name where the Google figure came from.
Why it mattersIf true, that scale would justify ads in answers and pressure search business models.
The Verge ↗Anthropic's quarter took in nearly $17 billion
Anthropic’s updated prospectus showed about $17 billion of revenue in the quarter and a $23.29 billion net loss. Through September 30, revenue was $33.24 billion and net loss $104 billion, largely from accounting charges.
Why it mattersIt frames a rapid revenue rise against extraordinary costs ahead of an IPO.
The Verge ↗OpenAI launches GPT-6 Cyber
OpenAI released GPT-6 Cyber and rated it Critical for cybersecurity, up from High for GPT-5.6 Cyber. On ExploitGym it scored 48.5 percent versus 32.1 percent for the prior model.
Why it mattersRaising cyber capability ups utility and the stakes for safeguards at the same time.
OpenAI ↗Agents & coding
AI that acts on its own, and the tools developers build with.
Mistral previews hosted agents that keep running
Mistral put Managed Agents in public preview. The same Python agent can run locally, on your server, or on Mistral; tasks can run for hours or days and resume after a crash.
Why it mattersAlways-on agents need reliable plumbing; vendors are starting to provide it.
Mistral ↗CrowdStrike agrees to buy two agent-security startups
CrowdStrike will acquire Fiddler, which watches agents, and Dreadnode, which tests them pre-launch, for about $400 million and $95 million respectively, per WSJ figures cited by TechCrunch.
Why it mattersSecurity is converging on tools that vet and monitor autonomous software.
TechCrunch ↗Video generation
The models and tools that make video.
Gemini Omni 1.2 Flash makes 15-second clips
Google made Omni 1.2 Flash generally available with clips up to 15 seconds, up from 10. Later turns can edit a clip without starting over. It is in the Gemini API and for business.
Why it mattersLonger, editable shots make short ads and app features more practical.
Google ↗Kling 4.0 Flash opens on the public API
Kling said 4.0 Flash generates 3–20 second 720p clips from text, a first frame, or multiple references. Prompts can include up to 26,000 characters, 10 images and 5 videos.
Why it mattersDevelopers can call a faster video model directly, not just via a consumer app.
Kling ↗Microsoft Foundry previews fal's video models
Azure AI Foundry is rolling out Kling, LTX and MiniMax models via fal in public preview. The first set supports text-to-video and image-to-video.
Why it mattersEnterprise teams get third-party video generators on their existing cloud bill.
Microsoft ↗Creator tools
The apps and platforms people make video with.
Claude can read the accounts you connect
Anthropic began rolling out Personal Finance in beta for Pro, Max and Ultra in the US. Bank connections run through Plaid, access is read-only, and chats in that hub are not used to train models.
Why it mattersPersonal data meets AI assistance with clearer limits on what the bot can do.
Anthropic ↗Gemini Notebook can answer from free textbooks
Students can add hundreds of OpenStax, Open Textbook Library and S Chand textbooks to Gemini Notebook at no charge. Answers are grounded in the book with inline citations.
Why it mattersGrounded study help lowers hallucination risk by sticking to the assigned text.
Google ↗BigQuery can summarize a column in one query
Google Cloud put AI.AGG in preview so a natural-language instruction can be applied across rows, batched, and reduced to one answer per group.
Why it mattersSummarizing millions of text rows can stay in the warehouse, not a side pipeline.
Google Cloud ↗Media & entertainment
AI in the films, shows, micro-dramas, music and ads people watch, the studios and platforms making them, and the rules for AI-made content.
The Times sues Brave over pages sold on to AI labs
The New York Times filed suit alleging Brave scraped the paper and passed pages to labs including Anthropic, Perplexity, Mistral, xAI and Cohere. Three other newspapers filed similar suits the same day.
Why it mattersA web browser is being cast as a supplier of training data, not just a reader.
TechCrunch ↗Chips & compute
Chips, data centres and the power behind them.
Data centers turn old jet engines into power plants
TechCrunch, citing the Times, reported some AI sites burn natural gas in retired jet engines while they wait for the grid. xAI has eight in Mississippi, and Crusoe ordered 13 for OpenAI’s Abilene site.
Why it mattersPower scarcity is spawning improvised generation to keep builds moving.
TechCrunch ↗llama.cpp 0.9.0 adds FP8 and four new architectures
The 0.9.0 release adds OCP FP8 E4M3 quantization and supports Clover, Limite, Metis-1.6 and Mistral Large 4, plus Chatterbox speech and a flash-attention op for multi-sequence caches.
Why it mattersLocal inference keeps expanding to new model families and formats.
GitHub ↗Policy & safety
Laws, lawsuits and safety incidents.
Data centers lost the midterms
Voters rejected unrestrained data-centre building in Tuesday’s elections. An NBC News exit poll cited by The Verge found 76 percent opposed a data centre in their community, and 33 of 45 local measures will restrict development.
Why it mattersCommunity votes now directly shape AI infrastructure timelines and siting.
The Verge ↗Robotics
Robots, self-driving and AI in the physical world.
Agility Robotics starts trading as AGLT
Agility began trading on Nasdaq after combining with Churchill Capital Corp XI. The deal and related financings raised about $465 million gross capital, and Digit 5 has committed orders worth over $300 million.
Why it mattersA humanoid maker with signed orders is now a public company.
Quartz ↗Nvidia opens four Cosmos 3 world models
Nvidia released four open Cosmos 3 Nano models (16B parameters) under OpenMDW 1.1. One streams driving video and lidar; another predicts video from a two-arm robot’s actions.
Why it mattersOpen world models let teams test robot policies before touching hardware.
Hugging Face ↗Boston Dynamics unveils Stretch Gen 2
Stretch Gen 2 is rated up to 1,000 cases an hour and removes most internal cabling versus Gen 1. A full drive swap now takes about an hour instead of a day.
Why it mattersDesign fixes from dockside use point to more reliable peak-season ops.
Engineering.com ↗Science & health
AI in biology, medicine, climate and maths.
OpenAI scores models on the chores of ordinary life
OpenAI released LifeVal, built from time-use studies and a survey of 3,995 people, to test tasks such as childcare, forms and budgets, including ones requiring taking action. It says recent models score highly on many tasks.
Why it mattersBenchmarks aimed at everyday help move attention beyond academic tests.
OpenAI ↗Google tests agents on real engineering jobs
Google released Physical-Engineering’s Last Exam, 29 public tasks in mechanical, electrical, civil and structural work, with published grading tools. Mercor helped build the test.
Why it mattersEngineering agents can now be judged on work a building would rely on.
Google Cloud ↗Stanford tests medical AI on smaller images
Med-REDUCE found that lower-resolution images and smaller distilled models matched or beat larger ones in 39 of 42 comparisons across dermatology, pathology and radiology. Images dropped from 512 to 64 pixels per side.
Why it mattersHospitals may not need the biggest models or images for many tasks.
Stanford ↗Open source
Open-weight models and community releases.
Transformers patches a sandbox escape
Transformers 5.22.2 shipped as a security and distributed-training patch, hardening the Jinja sandbox used by templates. The prior tag was from 30 October.
Why it mattersA widely used library is closing a template hole that many models rely on.
GitHub ↗LeRobot 0.7 lets you talk to a moving robot
LeRobot 0.7.0 allows changing a subtask, asking what the robot sees, or setting a goal mid-rollout. The Hub holds nearly 300 TB of open robot data, and training can stream it without a full download.
Why it mattersOpen-source tools are catching up to real-time, in-the-loop robot control.
Hugging Face ↗Money this week
The week's deals at a glance. The monthly review has the full picture.
Partnership$80BAmazon sign a deal
Series EC$7BSchwarz Group backs CohereAcquisition$5.375BSoftBank buys ABB RoboticsAcquisition$5.3BShield AI buys Echodyne
Funding$5BIsomorphic Labs raises new funding
Funding$5BAccel backs Thinking Machines LabSeries H$2.5BDisruptive backs Shield AI
Funding$2BSands Capital backs BasetenFunding$1.5BParadigm backs ZiplineSeries F$1.3BBessemer Venture Partners backs FalSeries C£577MFractile raises new fundingPartnership$500MNooks sign a dealAcquisition$350MDropbox buys Tigris DataFunding$350MElad Gil backs Applied ComputeAcquisition$350MDropbox buys DropboxSeries A+$200MCoStone Capital backs Sand.aiSeries Bup to $160MGE HealthCare backs Laza MedicalSeries C$100MBOKA Capital backs OcientPartnership$100MDronamics sign a dealSeries B$75MUpdata Partners backs KalepaSeed$62.5MInfinity Group backs 42AISeries A$45MSequoia backs TrajectoryAcquisition$16MOmen AI buys Omen AISeries A$15MSquarepoint Capital backs firmlySeed$11MTouring Capital backs ClarkPre-seed$3.75MHeartcore backs Marble CognitionAcquisitionUndisclosedApple buys Ascend.ioAcquisitionUndisclosedSalesforce buys CrestaMoves
Who changed jobs in AI this week.
Christopher Stubbs · Trustee, Long-Term Benefit TrustStubbs, an experimental physicist and former dean of science at Harvard, joined Anthropic's Long-Term Benefit Trust.21 Oct · Anthropic ↗- fTalia Goldberg · Partner, Bessemer Venture PartnersSiliconANGLE said Bessemer partner Talia Goldberg is joining the board of Features & Labels, the company behind fal, with the Series F.3 Nov · SiliconANGLE ↗
Cat Wu · Core Products, OpenAICat Wu, who led product for Claude Code, said she is joining OpenAI to lead product for Core Products.5 Nov · The Next Web ↗
Next week
What's coming from 8 November to 14 November, and how sure we are about each.
- 6–7NovProtests call for a data-centre pauseToday
- 9–11NovThe Hinton Lectures on AI safety2days away
- 11NovJules becomes read-only4days away
- 12NovUpdated Claude usage policy takes effect5days away
- 15NovComments close on draft tech-export list8days away
- 20NovUpdated usage policies take effect13days away
Stories are summarized in plain language; follow the link before quoting a figure. Story images are shown from the publishers' own sites.