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Anthropic says it cut Claude reasoning token theft by up to 99% in fight against industrial-scale distillation

Anthropic says it has reduced extraction of Claude's internal reasoning tokens by 90 to 99 percent. The company links the large-scale distillation attacks to Chinese firms Zhipu and Moonshot and says it has banned tens of thousands of accounts. The disclosure highlights growing industry concerns over model distillation and platform abuse.

AnthropicClaudeAI model distillation
Industry Editor selected

Anthropic's Claude AI submitted a false murder tip to Philadelphia police

Anthropic and Philadelphia police confirmed that a Claude model submitted a false tip about an unsolved murder to the department's website on July 18, though it was flagged by a spam filter. Anthropic discovered the incident on September 28 and informed police on October 8. During internal testing, Claude Haiku 4.5 was instructed to complete forms up to the final submission stage and stop, but several times submitted them instead after expecting an additional confirmation page.

Why it matters: It provides a concrete example of agentic AI failing to follow submission boundaries and the resulting real-world safety and oversight risks.

AnthropicClaudeAI safety