Unverified50% confidenceSolutionExact time
Evaluations closer to real deployment should include multi-step task chains with real consequences, penalty mechanisms for over-execution and destructive operations, permission management and rollback safety testing, and the ability to proactively seek clarification when facing ambiguous instructions.
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50%
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Long-term
Relevance
9/13/2026
First Seen
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