Evidence Centered Benchmark Design

Stub

Methodology for designing benchmarks that explicitly tie task evidence to the underlying capability claims. Referenced from CLASP as a more rigorous alternative to LLM-as-a-judge for capability scoring. Needs full definition, methodology, and citation to canonical sources.

See also

  • Measuring Security-Agent Effectiveness is a practitioner instance: security ground truth is irreducibly noisy (double-digit analyst disagreement), so evaluation must score multi-dimensional reasoning rather than assume a transparent-label oracle.

Sources