Unverified50% confidenceBenchmarkExact time
For safe completion, verifier feedback was 25/72, and generic feedback without a checker was 20/72.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe false alarm rate of safety checks on known benign actions must be measured, not just the capture rate for bad actions, because safety mechanisms with frequent false alarms will be disabled by users.62% similarUnverifiedA reviewer rejection rate approaching zero is a suspicious signal, not a reassuring one.62% similar
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