Researchers Extract Hidden Chain-of-Thought from Frontier Models via API Vulnerabilities

soumitrashukla9 · x · 2026-08-12

Security researchers have discovered a way to extract the hidden reasoning processes (Chain-of-Thought) of frontier AI models by exploiting vulnerabilities in the APIs of every major AI company. They verified that their extracted reasoning token count matches the billed API thinking tokens 1:1 for most queried prompts.

Commenting on the findings, researchers pointed out an inconsistency: closed labs often lobby governments about the threats of model distillation, yet they leave trivial security gaps in their own APIs, raising questions about their actual commitment to mitigations.

Related event: Study Reveals API Flaw to Extract Encrypted Reasoning Traces and Evidence of Distillation(38 posts)→

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