Anthropic's anti-distillation rule makes agent message history append-only
Anthropic detailed its preserved thinking mechanism, which blocks new API accounts (created on or after August 31, 2026) from editing Claude's prior context. The company says its three-layer defense cut data harvested by distillers by roughly 90–99%. Developers must update integrations: changing the system prompt, tools, or mid-conversation history invalidates all later thinking blocks.
- New API accounts since August 31, 2026 get a 400 error on prefix changes
- Anthropic claims distiller data harvesting dropped by 90–99%
- Two-stage classifier runs on Sonnet 5.5, Opus 5/5.5 and Fable 5/5.1
- Since September 24 Anthropic again charges for requests blocked by safeguards
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