security testing

A model update can quietly undo controls you rely on. The scored answer runs a fixed security suite with thresholds agreed in advance, checks the artefact too, and decides what blocks a release.

Compare actual scope and evidence across AI red teaming, penetration testing and benchmarks. The labels alone do not tell you which boundaries were assessed.