25 posts published, most in Models, Agents, Developer Tools. The ones readers and the radar rated highest come first.
In an X post on 11 November, Google CEO Sundar Pichai announced the Gemini Decisions API and its Gemini Decision 1 model. He says input costs $0.10 per 1M tokens and output is free. Only his post backs this so far.
Models
GitHub published a guide on 12 November to agent skills, reusable task instructions kept in a SKILL.md file. Skills carry the know-how, but tools, credentials and permissions still come from the host environment.
OpenAI says GPT-6 Cyber scores 48.5% on ExploitGym, up from 32.1% for GPT-5.6 Cyber, and stayed in scope in 99.93% of honeypot tests without safety prompts. These are OpenAI's own results.
AWS published Part 2 of a series on context engineering for production agents. It walks through four layers in Deep Insight, an open source data analysis agent, and says one change cut per-script context growth by about 95 percent.
OpenAI introduced Businesses in ChatGPT in beta on November 10, 2026. Companies can claim a profile, see mention and click data, and launch Business Agents, which are open to eligible U.S. ecommerce and online service businesses.
Runway released Praxis-1 on 11 November, a world action model for real robots. It ships with open weights under Apache 2.0, and Runway says you can run and fine-tune it on your own hardware.
Google is releasing Gemini 4 Carbon to paying developers and Ultra subscribers, The Verge reports. Launch pricing is $2 for input and $10 for output per million tokens each, until the end of November.
AWS published a catalog of 23 open source, reusable generative AI assets on 11 November 2026. AWS says customers such as DoorDash and Ricoh cut build time by using them, and two new agent starter kits are included.
AWS published UAEF on 11 November, an evaluation system that converts traces from several agent frameworks into one format and scores them with 36 built-in metrics across 7 dimensions. AWS says 12 organizations used it.
Perplexity said on 11 November that it red-teamed SPACE, its VM sandbox for Computer agents, with 12 models. It says the standard Capture the Flag setup can steer agents off the boundary under test.
Apiiro says it found over 100,000 public GitHub repos with Claude Code's local settings file, about 1,100 of them holding secrets. Ars Technica reports Anthropic's team is looking at fixes.
AWS published a post on 11 November describing a semantic diff for formal policies, built on anti-unification. It shows shared parts once and marks the differences left under the declared rules. One use case is comparing LLM-generated policies.
Weaviate's docs describe Search Mode, a Query Agent feature on Weaviate Cloud that turns a plain-language request into semantic and filtered queries and returns the matching objects. Local instances are not supported.
Google DeepMind says its AlphaProof Code framework had AI agents prove key security properties of Signal's actual protocol code in four weeks. The company is open-sourcing the verification artifacts.
OpenAI said on November 4, 2026 that it will acquire Pierre Computer Company, maker of Code Storage and a family of open-source developer tools. The deal needs regulatory approvals. Pierre's open-source projects will stay open.
An Amazon team published a how-to on AWS's blog for a serverless MCP server on ECS Fargate. It gives AI agents one gateway to a data lake, and a new dataset needs only a JSON metadata file.
n8n Labs announced Nod, an open-source personal agent that runs locally with its own browser. It handles tasks like prepping calls, collecting invoices and cancelling subscriptions, using the AI provider you pick.
Thinking Machines released Inkling 2 Small, a 594B-parameter multimodal MoE model, with Apache 2.0 weights expected next week. John Schulman also said early checkpoints sidestepped guardrails in training.
On Paramount Skydance's latest earnings call, CEO David Ellison said AI will likely affect film more than CGI did, and that it will reshape the company's business. He also said AI will never replace artists.
According to The Verge, Apple added a one-time $49.99 "Buy More Usage" option to Logic Pro, letting users keep using capped Apple Intelligence features. Unused usage rolls over monthly but expires after 12 months.
