Anthropic: Claude trained to flag potential misuse through ‘self-assessment’
Anthropic @AnthropicAIX
Why it matters
Anthropic’s announcement of self-assessment, a model-graded misuse signal running since June, with a link to its new Safeguards blog; ~1M views.
Summary
Posted Oct 29, 2026 (18:22 UTC). Anthropic’s announcement of self-assessment, a model-graded misuse signal running since June, with a link to its new Safeguards blog; ~1M views.
Metrics as of 2026-10-30 via api.fxtwitter.com: 1,044,738 views.
Archived text
We’ve trained Claude to flag potential misuse in conversations, a technique we call self-assessment. Right after it responds, Claude gives a preliminary safety assessment of the conversation.
Since we began using self-assessment in June, it has surfaced misuse that our other safeguards weren’t designed to catch.
Because Claude has already read the conversation, self-assessment is very efficient. And unlike classifiers, which target a discrete set of harms, it draws on Claude’s own judgment, so it gets more accurate as our models improve.
Read more on our new Safeguards blog: