25–31 October 2026
The week's stories that will still matter next week, with the noise taken out.
OpenAI ships GPT-6.1 Terra for cheaper computer use
GPT-6.1 Terra is in ChatGPT Work and Codex for Plus, Pro, Enterprise and Edu, and in the API as gpt-6.1-terra.
Agents & codingOracle puts a governed runtime behind CX agents
Oracle’s Fusion Claw enables long-running agent work inside Fusion Customer Experience with approvals gating execution.
Video generationGenie 4 simulates a world you can steer and hear
DeepMind’s new world model renders visuals and sound together and lets users change weather, camera or cast mid-run.
Creator toolsApple puts an assistant in Pages, Keynote and Numbers
An assistant on Apple and OpenAI models can redraft Pages, design Keynote slides and chart in Numbers.
Story of the week
The single most consequential story of the week.
OpenAI ships GPT-6.1 Terra for cheaper computer use
GPT-6.1 Terra is in ChatGPT Work and Codex for Plus, Pro, Enterprise and Edu, and in the API as gpt-6.1-terra. List pricing is $1 input, $0.05 cached input and $5 output per million tokens, which OpenAI says is 50% below GPT-5.6 Terra and GPT-6.1 Sol.
Why it's the story of the weekCheaper tokens for screen-and-paperwork tasks widen what teams can afford to automate.
Where the industry gathered
The conferences, keynotes and festivals where people met in person this week.
AAPSCM 2026 Global Procurement, Supply Chain, AI & Logistics Summit
It shows how AI is being used in buying and supply-chain work, and where the field is heading.
- Discussions centred on AI in procurement, supply-chain resilience and logistics.
- The summit stressed responsible AI adoption and investment in workforce skills.
- Organisers announced 2027 events in Riyadh (6–7 April) and Dallas (25–26 October).
Models & labs
New models, the labs behind them, and the rules they answer to.
OpenAI ships GPT-6.1 Terra for cheaper computer use
GPT-6.1 Terra is in ChatGPT Work and Codex for Plus, Pro, Enterprise and Edu, and in the API as gpt-6.1-terra. List pricing is $1 input, $0.05 cached input and $5 output per million tokens, which OpenAI says is 50% below GPT-5.6 Terra and GPT-6.1 Sol.
Why it mattersCheaper tokens for screen-and-paperwork tasks widen what teams can afford to automate.
OpenAI ↗Gemini 4 Carbon opens for defenders before everyone else
Google DeepMind’s new frontier model scores 59 on Artificial Analysis v5 and 88.2% on SEC-bench Pro. It reaches a subset of cyber defenders this week via Fairwind, at $2/MTok input and $10/MTok output.
Why it mattersA frontier model geared to finding and fixing exploits is being seeded to security teams first.
Google ↗Agents & coding
AI that acts on its own, and the tools developers build with.
Oracle puts a governed runtime behind CX agents
Oracle’s Fusion Claw enables long-running agent work inside Fusion Customer Experience with approvals gating execution. Initial apps cover territory plans, service health, field demand, CPQ migration and executive briefings.
Why it mattersBig-suite agents that respect existing approvals are ready for production use.
Oracle ↗ServiceNow workflows move into ChatGPT, and OpenAI moves into ServiceNow
A ServiceNow connection lets users search incidents, judge changes and update records from ChatGPT under existing permissions. Plans include Codex in ServiceNow’s workflow builder and a joint security view.
Why it mattersWorkflows and chat are converging into one place where agents act with permissions.
OpenAI ↗Video generation
The models and tools that make video.
Genie 4 simulates a world you can steer and hear
DeepMind’s new world model renders visuals and sound together and lets users change weather, camera or cast mid-run. A research preview is open to trusted testers, with Project Genie and API access planned in the coming weeks.
Why it mattersSteerable worlds are rehearsal spaces for robots and a new kind of video tool.
TechCrunch ↗Runway App Studio builds a creative app from a sentence
Runway launched App Studio, included in paid plans, so creators can build public AI apps that spend their own credits; visitors pay for their generations. Built-ins include Character Swap, 3D Camera Control and more.
Why it mattersThe app around the model—distribution, payments—matters as much as the model itself.
Runway ↗
Pika unveils H3 Flex, faster open-weights video model
Pika H3 Flex, a post-trained MiniMax H3, generates up to 15s 768p clips with synced audio in ~7s of transformer compute, takes up to 12 references, exports five audio stems, finishes up to 4K, and releases open weights.
Why it mattersFast, controllable, open-weights video helps pro workflows and local use.
pika.art ↗Creator tools
The apps and platforms people make video with.
Apple puts an assistant in Pages, Keynote and Numbers
An assistant on Apple and OpenAI models can redraft Pages, design Keynote slides and chart in Numbers. On macOS 27 the apps speak the Model Context Protocol so other agents can plug in.
Why it mattersOffice staples now host built-in and third-party agents, not just import their output.
The Verge ↗Copilot Fusion picks the model, and you pick the effort
GitHub’s router now chooses among Standard, High and Max, drafts with one model and escalates or critiques with another. Fusion Max scored 60 on the Artificial Analysis Coding Agent Index, within two points of Claude Code with Opus 5.5 Max, at about half the average API cost per task.
Why it mattersRouting turns model choice into a budget dial for day-to-day coding work.
GitHub ↗Chrome can fill a form from the Gmail you already have open
Google said Chrome’s AI autofill will suggest answers pulled from Gmail, not only saved addresses and cards. It rolls out from Wednesday’s announcement.
Why it mattersThe browser offers to do admin by reading mail you already have open.
TechCrunch ↗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.
Elvis's estate sues Anthropic over 274 songs
Authentic Brands Group sued Anthropic over 274 Presley songs, seeking $150,000 per track, about $41 million.
Why it mattersA major estate is testing song-by-song damages for model training.
The Guardian ↗A Socceroo licenses his voice and AI likeness
Cristian Volpato granted Callandor exclusive rights to his likeness, voice, biometrics and performance data for synthetic use, with plans to sell brand deals and block unapproved clones.
Why it mattersYoung athletes are packaging synthetic rights as a new revenue stream.
The Guardian ↗Google takes AI Mode ads abroad as Search growth slows
Alphabet said ads in AI Overviews and AI Mode are expanding internationally, plus multi-turn ads in the US. Search revenue grew 12%, down from 17% the prior quarter; Alphabet reported $127.6B in revenue.
Why it mattersThe new search box has to pay for itself, and the ad test is widening.
TechCrunch ↗Chips & compute
Chips, data centres and the power behind them.
SpaceX lines up about $40 billion of GPU leases from Apollo
SpaceX said it has a binding commitment for roughly $40B of financing for AI chips and related gear, leased over about five years, with leases expected to start in H1 2027.
Why it mattersA massive chip order is being financed off balance sheet to lock in supply.
TechCrunch ↗A $5 billion nuclear loan is aimed at data-center power
The US DOE offered Constellation up to $5B to uprate 11 reactors and add about 1.1 GW. Constellation cited more than $7B already committed for Google, Amazon and Meta; the loan is not final.
Why it mattersAI’s chip demand is turning into reactor upgrades for electricity supply.
TechCrunch ↗Policy & safety
Laws, lawsuits and safety incidents.
Anthropic files to list on Nasdaq as ANT
Anthropic filed an S-1 to list under ANT, with number of shares and price range not yet set. Goldman Sachs and Morgan Stanley are listed for prospectus requests.
Why it mattersOne of the biggest labs is heading to public markets with terms still open.
Anthropic ↗The FTC demands Anthropic executives testify
The FTC told Axios it demanded testimony from Anthropic executives in a consumer-harm probe, with 50-page civil investigative demands to Anthropic and OpenAI covering security incidents, safeguards, marketing and privacy policies.
Why it mattersA listing arrives as regulators escalate scrutiny of model safety and marketing.
Axios ↗Robotics
Robots, self-driving and AI in the physical world.
Kodiak signs 75 driverless trucks into a carrier's own fleet
DTL Transport will pay per mile to run Kodiak’s driver on 75 trucks it owns, starting on I-10 Dallas–El Paso and I-20 Dallas–Atlanta. Kodiak calls it the first binding commitment by an interstate carrier to operate driverless trucks in its own fleet.
Why it mattersHighway autonomy is moving into per-mile contracts on existing fleets.
Kodiak ↗Gemini's robot planner is open in preview on Google Cloud
Embodied Reasoning 2 entered public preview in Model Garden, taking video, audio or text and calling declared tools, with rehearsal in MuJoCo-Warp and Isaac Sim.
Why it mattersA high-level robot brain is now an API preview with simulator support.
Google Cloud ↗ANYbotics starts shipping a legged robot for explosive plants
ANYmal X, built for explosive atmospheres with thermal, visual, acoustic and gas sensors, is shipping to customers including Equinor and DSM-Firmenich, with ATEX and IECEx focus.
Why it mattersRobots are entering the hazardous zones that were off-limits before.
ANYbotics ↗Science & health
AI in biology, medicine, climate and maths.
OpenAI says academics checked a proof and knocked one down
OpenAI reported a model produced a proof of the local smoothing conjecture, checked in Lean, and a complexity-theory claim was refuted. A separate effort drafted a natural-language argument toward a Yang–Mills existence result; Lean work finished 16 Oct. OpenAI says it won’t claim academic credit.
Why it mattersLabs are releasing math and physics claims alongside external checks and retracts.
OpenAI ↗
AI-guided team formalizes the ‘enormous theorem’ in Lean
Axiom Math coordinated swarms of AI agents and experts to produce ~43.1M lines of Lean for the Classification of Finite Simple Groups in 24 days, surfacing 34 noteworthy deviations and adding a new result.
Why it mattersAI-assisted formalization at extreme scale hints at a new era in mathematics.
axiommath.ai ↗An Apollo economist sees no AI payoff outside tech
Torsten Slok looked at the S&P 500 minus seven tech giants and found flat margins and flat revenue per worker, arguing AI has delivered zero financial payoff to corporate America outside tech.
Why it mattersA leading market note challenges the near-term returns story for AI spend.
TechCrunch ↗Open source
Open-weight models and community releases.
Recursive’s Flint is a 39.8B MoE coding agent model with open weights
Flint scores 89.7% on SWE-bench Pro v2 and 54.9% on Terminal-Bench 2.1, with Apache-2.0 weights and BF16 plus NVIDIA and Apple quantized variants.
Why it mattersStronger open coding models cut costs and increase flexibility for agentic dev.
Hugging Face trending ↗Ollama runs Liquid's new small models on a Mac
Ollama 0.40.12 adds LFM3 text, vision, audio and omni models plus 2B d1 decision models on Apple hardware; Linux and Windows support is to come.
Why it mattersSmall, capable models are a one-command local install for developers.
GitHub ↗Paper of the week
One research result, explained in plain words.
AI-guided team formalizes the ‘enormous theorem’ in Lean
Axiom Math engineers and mathematicians
- What they tried
- They coordinated swarms of AI agents and experts to translate the 15,000-page Classification of Finite Simple Groups into Lean so a computer could check every step.
- What they found
- In 24 days they produced ~43.1 million lines of Lean, surfaced 34 noteworthy deviations from the literature, and added a new group-theory result while resolving issues like the Unbalanced Group Theorem.
- Why it matters
- Formalizing landmark proofs at this scale suggests AI can help verify and advance deep mathematics.
Money this week
The week's deals at a glance. The monthly review has the full picture.
Series C$600MCapitalG backs Bedrock RoboticsSeries E$237MBristol Myers Squibb backs Pathos AISeries C$150MSequoia backs ServalSeries A$150MAndreessen Horowitz backs Eka RoboticsSeries A$100MBlackbird Ventures backs General ComputeSeries A$50MFramework Ventures backs UltraSeries B$40MElad Gil backs InfisicalSeed$40MCreandum backs MachentaSeries A$30MFrist Cressey Ventures backs AvanteSeries A$28.5MThreshold Ventures backs Vera HealthFunding$25MCircuit Mind raises new fundingFunding$20MForerunner backs SuperMeFunding$17MHeartcore backs NousSeries B$14MDallas Venture Capital backs SimplismartSeed$11.2MOnto Ventures backs Electric PlantSeed$10MCreandum backs Atlas BioSeries A$7.4MTin Men Capital backs AilyticsSeed$7MCowboy Ventures backs MintiveOC
AcquisitionUndisclosedCognition buys CorridorAcquisitionUndisclosedFreshworks buys Robusta Dev
FundingUndisclosedTCV backs HiggsfieldPartnershipUndisclosedSonilo and Musical AI sign a deal
PartnershipUndisclosedArm and Oracle sign a deal
TPartnershipUndisclosedWaymo and Toyota sign a dealNext week
What's coming from 1 November to 7 November, and how sure we are about each.
- 31OctMistral Large 4 full weights dueToday
- 1NovClimate summit focuses on ‘climate-responsible AI’Tomorrow
- 4NovKimi K3.1 Pro full weights4days away
- 5–6NovBoxWorks 2026 in San Francisco5days away
- 7NovParadise with You premieres7days away
- Early NovKimi K3.1 Pro free download
Stories are summarized in plain language; follow the link before quoting a figure. Story images are shown from the publishers' own sites.