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AI researchers trick chatbots into sharing how to make cocaine as long as they believe a user is wearing a green shirt — 'CoT Forgery' exploit spurs LLMs to divulge forbidden info by faking trusted chains of thought

… Microsoft recently acknowledged the same agentic risk , warning that content embedded in documents or UI elements can override an agent’s instructions. The authors also flagged a more subtle risk for agents that browse and shop. …

Jul 1, 2026 · Luke James
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