AI EngineerGuide

Claude Code's Anti-distillation System

by Ashik Nesin Ashik Nesin

One of the interesting learning from recent Claude Code source code leak is how they were handling distillation attempts.

Anthropic built two anti-distillation systems into Claude Code to stop competitors from training on its data One injects fake tool calls into the model’s output stream to corrupt any scraped training data Another strips all tool call details into vague summaries so competitors can’t reconstruct what the agent actually did

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Reference

#Claude-Code

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