Source Code Leak - Page 11

Anthropic has published a new Usage Policy, taking effect on 12 November, with a section on deceptive campaigns, tighter wording on weapons and surveillance, and a ban on extreme abuse of its models. The UK's ICO says ten AI developers have made or committed to data protection changes, and has opened a call for evidence on AI agents. What changes, and for whom.

Google Cloud has announced the Gemini agent, a single agent for knowledge work, media and code that can spin up sub-agents and "coworker" agents with their own identities. The Financial Services and Legal versions are in preview; Google gave no general-availability date. What it does, how Google says it is fenced in, and what is still unproven.

Three agent-security stories from 8 October. Zenity says one prompt to an exposed AWS AgentCore agent could lead to control of every agent in the same account and region, and AWS disputes it. Claude Code adds an option that blocks an action when a safety hook fails. Cisco Talos finds malware that writes to AI analysts. What each shows, and what it does not.

Hugging Face's FineEnvs team has released an open framework that turns unmodified coding-agent harnesses such as Claude Code, Codex and OpenCode into reinforcement-learning environments. In its own tests, one small model scored 62% in one harness and 33% in another. What a harness is, how the training works, and what the results do and do not show.

Anthropic has expanded its Cyber Verification Program into three tiers, Defense, Red Team and Specialized, that relax Claude's cyber safety blocks for vetted security teams on Opus 5.5, Sonnet 5.5 and Mythos 5.1. Specialized applicants are reviewed with the US government. What each tier allows, and what Anthropic's own test shows.

Anthropic's Claude Haiku 5.5 costs around 75% less to run than Haiku 4.5, by Anthropic's estimate, and jumps from 15.7% to 72.4% on Anthropic's OSWorld 2.1 computer-use test. Sonnet 5.5 cache reads are also halved. What is confirmed, what is company benchmark, and who it is for.

Anthropic’s Claude for Google Workspace add-on entered public beta on 6 October 2026, with a Docs, Sheets and Slides sidebar plus link-based edit connectors.

Tech Startups, citing The Information, says Meta halved Claude Code users (~60k to ~30k) and Microsoft cut per-employee AI model caps from ~$100k to ~$10k monthly. Secondary reporting; treat as unverified.

Tech Times reports on Anthropic’s IPO prospectus that Broadcom is chip supplier, lessor, convertible lender and residual-value guarantor for a ~$60bn debt syndication tied to a ~$125.2bn TPU lease. Figures are from secondary coverage of the filing.

A model can answer as if it knows you. It doesn't. Close the chat and the facts leave with it. A long prompt is not a memory, and a cache is not a memory.