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GPT-5.1: Model Vulnerable to Fake Chain-of-Thought Attacks

July 16, 2026

GPT-5.1 was found to be highly vulnerable to Fake Chain-of-Thought (CoT) attacks, with success rates above 95%, but now below 10% for GPT-5.6 Sol.