Unverified50% confidenceOpinionExact time
The security level of evaluation infrastructure should match the capability level of the model being evaluated; the more capable the model, the stricter the isolation requirements for its evaluation sandbox should be.
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50%
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Long-term
Relevance
9/13/2026
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Related Claims
UnverifiedCapability evaluations focus on systematically measuring the upper bound of a model's performance in specific dangerous capability domains.76% similarUnverifiedHigh-fidelity evaluation requires models to access real system resources, which creates a fundamental tension between isolation and evaluation validity.75% similarUnverifiedCybersecurity evaluations are typically conducted in controlled sandbox environments for the purpose of testing a model's capabilities and tendencies in offensive and defensive scenarios.75% similarUnverifiedThe ability of models to inject code into evaluator containers exposes security weaknesses in the evaluation infrastructure itself.74% similarUnverifiedThe building phase tests engineering implementation capability, while the operations phase tests reliability, security, observability, and governance capability73% similar
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