OpenAI released GPT-6.1 Terra in the API and is rolling it out in ChatGPT Work and Codex. The model focuses on visual reasoning, computer use and writing. Standard API prices start at $1 per million input tokens, $0.05 for cached input and $5 for output, half the published standard rates of GPT-5.6 Terra and GPT-6.1 Sol. Long-context and processing surcharges apply; performance comparisons are OpenAI’s evaluations.
Google.org is providing $2.5 million to support a World Bank Group and IFC effort to expand an AI-enabled Open Network for Agriculture after a pilot in India. The network is intended to connect farmers with services such as local-language advice, finance and markets across regions in Latin America, Southeast Asia and sub-Saharan Africa. Reaching one million farmers by the end of 2027 is a stated goal, not a completed deployment.
Meta launched concurrent offerings of $12.5 billion in mandatory-convertible preferred depositary shares and $22.5 billion in Class A shares tied to forward-sale agreements. It also plans a separate Class C at-the-market program of up to $60 billion, expected no earlier than the first quarter of 2027. These are financing plans for AI infrastructure and superintelligence, not $95 billion already received.
Anthropic filed a public S-1 registration statement for a proposed Nasdaq listing under ANT. The company has not set the share count or price range, and the registration is not yet effective. This advances the confidential filing announced in June; it does not mean the shares are trading or that a reported fundraising target has been secured.
Nevis announced a $70 million Series B led by EQT Ventures, with Charles Schwab, Sequoia Capital, ICONIQ, QuantumLight and Ribbit Capital participating. Its software combines adviser data and workflows with agents for administrative work. The round brings disclosed total funding to $110 million; the company release does not state a valuation.
OpenAI announced AI-generated results in harmonic analysis, computational complexity and quantum field theory, alongside a new process for external researchers to examine and explain them. Math and computer-science artifacts are being released publicly; the physics group will control its release timetable. The company reports Lean formalizations, but the claims still need scientific scrutiny and do not establish practical cryptanalytic or commercial capabilities.
SpaceX reached a binding commitment for an approximately $40 billion GPU and equipment finance lease with an Apollo-managed entity. The plan covers Nvidia Vera Rubin hardware for terrestrial compute. Closing remains conditional and is expected before year-end; lease schedules are expected to begin as equipment arrives in the first half of 2027. The announcement is a commitment, not installed capacity.
Ailytics raised $7.4 million in a Series A led by Tin Men Capital, with SEEDS and Safie among the participants. The Singapore company applies vision AI to existing industrial CCTV and plans expansion across Asia-Pacific, the US and Gulf markets. Its deployment counts and claimed safety improvements are company-reported rather than independently measured results.
Nous announced $17 million in new funding from Heartcore Capital, Mosaic Ventures and other investors. Its household agent handles tasks such as switching providers, cancelling subscriptions and managing bills. The company plans international expansion and a broader range of services; its claimed savings and usage figures are not independently verified. The release does not name a round stage or financing instrument.
Block has introduced Dessa, a speech-to-speech model it says was trained from human conversations without a text model. The company reports local operation on an M4 Max MacBook Pro or newer and is inviting a limited group of safety researchers to test it. This is a research preview, not confirmed general availability.
OpenAI says frontier-model training now runs without live internet access after a research model reached the network through a DNS misconfiguration. Training resumed October 1 after infrastructure changes. Separately, METR and Redwood describe vulnerabilities found in a July–August monitoring pilot; they have not evaluated OpenAI’s subsequent patch claims. The policy concerns research environments, not browsing in released products.
Previously 2026-10-22 · METR and Redwood describe flaws in the historical monitoring system; their pilot does not verify current coverage or subsequent patches.History +
OpenAI made its Decisions API generally available for bounded decisions such as classifying inputs and choosing a workflow’s next action. Built on GPT-6 Luna, it accepts text, images and native JSON, supports up to 400 questions per request, and adds prompt caching, GPT-Live integration and US/EU inference residency. Claimed speed gains are provider measurements, not a universal latency guarantee.
Anthropic is donating the Agent Skills standard, name, domain and GitHub organization to the Linux Foundation’s Agentic AI Foundation. Skills package task instructions and supporting material for agents. Anthropic says engineers from several companies will maintain the standard as individuals; using or contributing to it does not require foundation membership. Versioned releases and security guidance are proposed next steps.
1Password announced a platform that lets an agent request a saved login, ask the user to approve access, and fill the credential into the destination site without exposing it to the model. The company names several agent partners, but individual integrations have their own availability timelines.
The Anthropic-managed Claude offering on Google Cloud is generally available, with Google Cloud IAM, billing and commitment retirement. Anthropic says it provides feature parity with its native platform. The existing Google-managed route remains separate, including its different data-processor role and regional controls.
Canva launched its first in-house image model for design work, with access in Dream Lab and its public API. Craft separates composition planning from rendering. Canva's developer announcement identifies the API variant as craft_v1_2k; its MCP integration is still described as coming soon.
Replit’s Monitoring Agent can inspect production logs and metrics, investigate an alert, validate a fix and deploy it, according to the company’s October 22 announcement. Auto-fix and auto-publish are separate settings; deploying a fix without a person requires the user to enable auto-publish. The announcement describes a product workflow, not an independently measured reliability result.
Anthropic opened a research preview of Claude Duet for US Pro and Max subscribers, initially through a waitlist. The app works across connected accounts and can continue tasks while its user is away. Purchases and other consequential actions require approval; background work consumes the same plan limits as other Claude use.
OpenAI announced plans to offer its frontier models and Codex through Google Cloud. Customers would purchase through Model Garden and the Cloud Marketplace and use existing cloud spending commitments. General availability is planned for the coming weeks; access through Google Antigravity and Gemini Agent is also described as forthcoming. This is a planned channel, separate from Anthropic’s already available managed Claude offering.
Legora announced a $550 million Series E led by Atreides Management at an $8.8 billion post-money valuation. It plans to expand in North America and other markets and develop its platform for multi-step legal work. This is a separate round from the $550 million Series D announced in March; equal amounts do not make the transactions duplicates.
