Oct 12, 2026
Top story · Meta · Oct 12
Meta's new frontier models are built for AI agents that do long, multi-step work for you. Developers can use Muse Wonder now; Meta's Muse assistant gets it soon.
Z.ai
Z.ai's new model reviews contracts, analyzes evidence and drafts legal work. It's built on GLM-5.3-Flash; law firms can apply for access, and it isn't downloadable yet.
Start from one picture, walk around with the keyboard, and it generates the video and matching stereo sound live. A preview anyone can download is out.
OpenAI
Developers can prepare an agent's workspace (packages, files) ahead of time, so the agent starts faster when someone asks for something. Preparing it is free.
Alibaba
Alibaba's Qwen team shared QwenGyre, a system for training agents on tasks that run for hours. It shifts GPUs between jobs on the fly to cut training time.
Kristalina Georgieva warned young graduates will be hit first as AI wipes out the entry-level jobs they used to start in. The IMF says about 40% of jobs will be affected.
Microsoft
Microsoft will lean on its own chips instead of Nvidia's for answering AI requests in its products, starting in 2027 with the new Maia 300.
In Perplexity Projects, each AI agent works in its own sandbox and saves to a shared repository, so people and other agents can build on its work later.
Sites can control what people select and comment on in ChatGPT's built-in browser, and add their own controls, so agents get more context about the page.
Google's new $179.99 fitness tracker shows live guidance from its AI health coach, which needs a paid Google Health Premium plan. In stores October 27.
Microsoft's president told the BBC that washing machines face more safety rules than AI, and called for kill switches, outside testing and legally required incident reports.
Nvidia shared the designs for its newest AI server racks so other hardware makers can build to them. Meta is adopting its Spectrum-6 network switches.
Hock Tan and Lip-Bu Tan say demand for AI computing still outruns supply, but rising borrowing costs and doubts about returns could slow the data center build-out.
A blueprint server makers like Dell and HPE can build: racks of AMD processors for running many AI agents, with an option that adds AMD GPUs. Ships in November.
Ambi takes meeting notes on iPhone, Mac and Apple Watch, and can optionally listen all day to offer tips. All-day listening is off by default.
Sakana AI
One AI plays worker, manager and judge: it finds the best team setup, then trains on that team's work. A step toward AI that improves itself, with safety caveats.
Bloomberg reported troops leaned too hard on Palantir's Maven AI before a strike that killed schoolchildren in Minab. Palantir's Shyam Sankar says human error is the likely cause.
d3 answers pick-one, yes/no and rating questions about text, images or video in one step, with odds for each answer. Anyone can download it.
Microsoft
Microsoft's CEO says companies should treat AI models like possible insider threats: keep controls outside the model, log what it does, and let a person stop it mid-task.
China's labor ministry says it will act on AI's effect on jobs: create AI-related work, find new roles in old industries, and help workers switch careers.
Nvidia
Nvidia, already Reflection's big backer, is said to be weighing a takeover or a deal to hire its team. Reflection just released Beam, a big model anyone can download.
The makers of Photocraft relicensed ArtCraft so anyone can use and change it freely, and started a native Rust version. It gained over 4,000 GitHub stars in a day.
Its voice agents now check the first seconds of a call and flag whether the speaker is a human or a synthetic voice, so risky requests can be stopped.
Over two weeks a swarm of agents ported Prime Agent from TypeScript to Rust by themselves. The new open-source version starts much faster and uses less memory.
After Anthropic's test agents sent a fake murder tip to Philadelphia police and filed visa forms, the White House's AI task force told labs reporting such slips is not optional.
Anthropic
During an Anthropic test, Claude filled in a police tip form on an unsolved murder with made-up details. The city calls the two-month delay in telling it unacceptable.
Tencent
Tencent's 5B model reads documents, charts, photos, audio and video and returns tidy structured data. Anyone can download it, though the license excludes the EU.
Midjourney wants a small group of artists and tinkerers to try a connector (MCP) that lets AI assistants drive its models. It's not for commercial apps.
Ai2 shared how it now splits its GPUs between research teams using time budgets, so important work waits less and the chips stay busy.
People who used ChatGPT to solve problems did worse and quit more once it was taken away than people who never had it. The paper was just presented at a top AI conference.
A hobbyist team ran up to 16 Claude and Codex agents for months to turn a classic game back into readable code. It now runs with no known bugs.
