16 posts published, most in Models, Agents, AI Business. The ones readers and the radar rated highest come first.
OpenAI launched Businesses in ChatGPT in beta on November 10. Companies can claim a profile, upload product feeds and track mentions. Eligible US ecommerce and online service firms can also launch a Business Agent.
AI Business
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.
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.
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.
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.
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.
AWS says Anthropic's Fable 5.2 is live in Amazon Bedrock for coding and science work. Mythos 5.2 is limited to verified cyber security and life sciences users. Fable 5.2 needs data retention by default.
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.
In the second run of Stanford's CS146S, instructor Mihail Eric had open-source maintainers review student code, according to a Latent Space podcast posted Nov 8. Eric also leads AI at Monaco.
Simon Willison says he puts a short human-written opener atop AI-generated pull requests and folds the agent's full description into a GitHub-supported details/summary block, labelled with the model name.
New York opened a registration portal for its RAISE Act on Tuesday. Large frontier AI developers, including OpenAI and Anthropic, must register by January 1, 2027, per TechCrunch.
