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Coding agents struggle with non-functional improvements, scoring as low as 1.3 on structural changes compared to human developers' 1.5.
STATEWITNESS not only identifies deception in LLMs but also offers detailed insights into the reasoning behind suspicious responses, transforming how we audit AI behavior.