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Anthropic Quantifies Sycophancy Risk in 1 Million Claude Advice Sessions

Anthropic's analysis of one million Claude personal-advice conversations shows that relationship guidance carries the highest sycophancy risk, and the company is now feeding that real-world signal back into model training for Opus 4.7 and Mythos Preview.