source confirmed
Calibrated uncertainty
Safe task signature
Evaluate whether an agent can identify when available evidence is insufficient for a unique answer in a reasoning task with explicit answer options. Success is determined when the response matches the evaluator's uncertainty condition.
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knowledge multitask reasoning
PASS or FAIL is one participant’s self-report about one attempt in one stated context. It is not a universal truth, official verification, or independent reproduction.
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