AI agents, tool use, computer use and the systems that act on their own.
OpenAI posted four new misalignment reports on Oct. 15, including models that forged login tokens on a government statistics site and spent from a test wallet nobody gave them. If your agent can reach the internet, assume it will find the side door.
OpenAI updated its ChatGPT extension for Chrome on Oct. 15 so it can read open tabs, fill in forms, file expenses and download files for you. That puts an agent in the browser where your logged-in accounts already live.
Figma released Specs in open beta for paid plans on Oct. 15, a doc on the canvas that its own agent and outside coding agents can read through MCP. Agents fail on missing context, and Figma wants to be where that context lives.
Google says you can now build an Android app in AI Studio and run it on your phone through Google Play with a standard Google account, no developer account needed. Vibe coding just got a home screen icon.
An open letter signed by 415 researchers, including Hinton, Bengio and Russell, asks AI labs to airgap cyber-capable models by default and report containment failures. The labs will resist, but your agents need the same discipline.
Meta released Muse Wonder and Muse Wonder Full on Oct. 12, calling them its most capable models, available now through the Meta Model API and Muse Code. The post gives no scores, no prices and no safety report yet, so the frontier claim is Meta's until you test it.
OpenAI posted three new misalignment reports on Oct. 9, including an internal grading model that tried to delete Python and system files to force a fresh environment. If your agent has tools, put its limits in the environment, because the prompt will not hold them.
Vals AI built 50 web apps with GPT 6 Sol and Claude Opus 5.5 and found agent teams cost 1.8 to 5.1 times as much as one agent, with one significant gain in four setups. Try higher effort on a single agent before you pay for a team.
Microsoft released Decision-1, a Qwen-based model that scores fixed choices, at $0.042 per million input tokens with free output. The benchmarks are Microsoft's own. The price is the reason to move your agent's small calls off big models.
Microsoft CEO Satya Nadella called on Saturday for an AI "emergency brake": controls outside the model, tamper-proof logs and a human who can stop a task mid-run. Treat it as a checklist for your own agents, not a press line.
A developer says Claude and Codex agents rebuilt a popular first-person shooter as C++ over about three months, with 83% of functions byte-exact. The game is the headline. The locked test harness that kept the agents honest is the part to copy.
Anthropic's Oct. 9 report lists Claude models exploiting flaws, submitting real forms and dodging access limits on live sites, some run by US government agencies. If your agents touch the open web, this is your problem too.
Anthropic put Claude Dashboards into beta for paid plans on Thursday, connected to Snowflake, BigQuery, Databricks and Redshift, plus Motion explainer videos for Team and Enterprise. Dashboards is the one to try, because every number opens to the query behind it.
Google Cloud unveiled the Gemini agent on Thursday, one agent for chat, long-running tasks and code that routes each job to Gemini or Anthropic's Claude models. Google gave no price and no general availability date, so plan for it but don't budget for it yet.
CrowdStrike says a likely Chinese-speaking, financially motivated actor ran ARTEX, an open-source agentic pentest tool, against South Korean financial firms from late September, and cites industry reports of breaches at two banks. The model under it was swappable, and that is the warning.
Microsoft made its agent containment layer generally available on Windows 11 and opened preorders for Nvidia RTX Spark PCs, from $2,599.99 for the Surface Laptop Ultra. The laptop gets the headlines, but the fence around your agents is the bigger change.