Spectrum Security proposes cyber-defense agent evaluation framework

The author outlines an evaluation framework for cyber-defense agents designed to measure real capability rather than merely matching final answers. The system uses pinned datasets, automated ground-truth pipelines, and rigorous multi-tier grading to uncover agent limitations and surface unknown unknowns before benchmarks are frozen. Open article →