[KongchangAI]
Unverified50% confidenceTradeoffExact time

There is an inherent tension in dangerous capability assessments between the coverage, update frequency, and confidentiality of test sets: overly public test sets become incorporated into training data and lose effectiveness, while overly confidential tests lack peer-review credibility.

1
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50%
Confidence
Long-term
Relevance
9/4/2026
First Seen

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