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11 Aug 2026BlogEvals, Alignment

Before We Defer Research to AI: Measuring Apparent-Success-Seeking

Keira Leal

Proposes a paired gameable-versus-robust evaluation protocol for apparent-success-seeking, and a small experiment finds several frontier coding models contaminate few-shot prompts with test cases, some defying correction.

AI AlignmentAI ControlAI