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AI models reveal how to synthesize cocaine when requests include fake reasoning claiming compliance is fine because the user wears a green shirt. The "Prompt Injection as Role Confusion" paper by Charles Ye, Jasmine Cui, and MIT's Dylan traces the exploit to how LLMs infer speaker identity from writing style rather than role tags.
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