GPAI Systemic Risk Evaluation and Adversarial Testing

Evaluate systemic-risk GPAI models using state-of-the-art protocols and adversarial testing.

For a provider of GPAI with systemic risk, plan evaluations and adversarial testing suited to the model's capabilities and risks. Use appropriate state-of-the-art methods and define the scope, competent reviewers and safe testing arrangements. Record findings, limitations and the decisions they support. Assign mitigation actions and retest significant corrections. Keep results connected to the systemic-risk process; a successful benchmark does not eliminate the need to assess wider systemic risks.

At relevant development and release decisions; after material model or risk changes; periodic evaluation based on the risk process.

Evaluation and adversarial-testing plan Methods, conditions and model-version records Findings, limitations and expert reviews Mitigation decisions, actions and retest results Links to the systemic-risk assessment

Trace a significant test finding to a risk decision and completed mitigation or justified restriction. Check that the tested model version and conditions remain relevant after a material change.