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Anthropic says new safeguards sharply reduce AI distillation attacks

By Thomson Reuters Oct 12, 2026 | 8:09 PM

Oct 12 (Reuters) – Anthropic said on Monday new measures designed to prevent rivals from copying the capabilities of its Claude AI ​models have reduced data harvested in ‌so-called distillation attacks by about 90% to 99%.

• Model distillation has emerged as a key concern for leading AI companies due to intensifying US-China competition, with firms ‌including ​Anthropic, OpenAI and Google arguing ⁠the practice enables rivals ⁠to reproduce advanced capabilities more quickly and at lower cost

• Anthropic said safeguards restricting access to Claude’s reasoning have sharply reduced extraction ​attempts, with “the number of reasoning tokens extracted by distillers” now “10 to 100 times lower than ⁠it was before”

• The ⁠California-headquartered company said it had made ​it harder to use proxy networks to repeatedly probe ​Claude’s protected reasoning, blocking extraction attempts and ‌hindering large-scale distillation efforts

• Anthropic said its safety system is “roughly as robust as those that prevent Claude from helping build bioweapons” and has “a ⁠false positive rate of less than 0.1%”

• Anthropic banned tens of thousands of accounts linked to distillation campaigns ⁠and cited ‌Chinese AI startup Z.ai, also known ⁠as Zhipu, as an example of ​a ‌company that attempted to distill capabilities ​from Claude ⁠while developing its GLM-5.3 model, warning such practices pose safety and national security risks

• Z.AI did not immediately respond to a request for comment

(Reporting by Mrinmay Dey in Mexico City; Editing by ​Sherry Jacob-Phillips)