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cs.AI2026

When Evaluation Becomes a Side Channel: Regime Leakage and Structural Mitigations for Alignment Assessment

Igor Santos-Grueiro

Safety evaluation for advanced AI systems assumes that behavior observed under evaluation predicts behavior in deployment. This assumption weakens for agents with situational aware…