analysis · interactive
Why Alignment TestingNeeds a Real Environment
Frontier models can tell when they are being tested and behave differently when they do. Anthropic reported that ablating Claude Sonnet 4.5's eval-detection features lifted default misaligned behaviour from zero to as high as nine percent. An analysis of the 2025-2026 disclosures.
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