CalibratedDecisions.

Repo · Benchmarks & research

Jev Skillbench

Measures whether Jev can catch malicious agent skills on MalSkillBench, with a cascade arm that sends only the uncertain band to an LLM.

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From the repository

Benchmark of TypeSafe's Jev as a malicious agent-skill detector on MalSkillBench, with a verify-and-escalate cascade

How builders describe it

Measures whether Jev can catch malicious agent skills on MalSkillBench, with a cascade arm that sends only the uncertain band to an LLM. Per-sample records, thresholds and calibration are all kept.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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