Govern frontier models by capability.

The governance regime should tighten as measured capability, autonomy and potential impact increase.

Tie governance requirements to measurable capability indicators rather than model labels.

Require evidence before moving from research to restricted access to broader deployment.

Capture adversarial testing, failure modes, residual risk and owner acceptance.

Trigger reassessment after material capability, fine-tuning, tooling or access changes.