Research

Reports and artifacts.

Work that uses AI systems to accelerate security analysis while keeping assumptions, evidence, and failure modes reviewable.

Draft slot · technical report

Agent-assisted vulnerability research methodology

A report slot for documenting workflow design, finding validation, tool orchestration, and false-positive controls.

Methodology AI agents Validation

Draft slot · benchmark

A benchmark slot for measuring assisted research speed, quality, reproducibility, and reviewer burden.

Benchmarking Evaluation Reproducibility