Unverified50% confidenceSolutionExact time
The probe includes a pair of fake judges as a self-check: one is set to give different scores to the harm version (should be flagged), and the other gives the same score to both versions (should not be flagged), otherwise the run report is invalid.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMandatory checks should be separated from scoring; no matter how high the score on optional check items, it cannot offset a failed mandatory check.75% similarUnverifiedAcademic research shows that when scoring criteria are strictly restricted to binary pass/fail standards, automated scorers can provide scalable, reproducible scores that are highly correlated with expert human judgment.64% similar
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