Why it matters

Capability evals shape strategy. Understanding shapes evaluation.

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The architecture

Task suites per capability.

Objective metrics where possible.

Statistical rigor.

Capability eval methodologyTask suitesper capabilityMetricsobjective + LLM-judgeStatistical analysisconfidence + varianceFrontier labs invest heavily; safety + capability trade-offs central
Capability evals.
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How it works end to end

Multiple prompts per task.

N samples per prompt for variance.

Confidence intervals.