Why it matters

Systematic evals shape safety understanding. Understanding enables measured improvement.

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The architecture

Benchmark suites: standardized attacks.

Score: fraction resisted.

Security eval flowBenchmarkstandard attacksModel responsescollectScoreresistance rateRun before/after model updates to measure regression
Eval pipeline.
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How it works end to end

HarmBench: broad harm categories.

JailbreakBench: jailbreak-specific.

Regression testing: run on model updates.

Custom: build for your specific use cases.