- Cross-sector evaluation regimes for high-risk AI systems in credit, employment, health, and public services, with legal tools as one concrete case, not the centerpiece.
- How forthcoming EU AI Act requirements and national rules will expect structured risk management, logging, documentation, and post-market monitoring, and where current industry practices are falling short.
- The emerging ecosystem of independent audits, red-teaming, safety evaluations, and civil-society scorecards, and how they interact with internal compliance and external regulators.
- Methodological challenges: robustness and fairness metrics, domain shift, “unknown unknowns,” and how to align technical evaluation with legal and ethical obligations.
LOCATION: Paul Brest Hall, Munger Graduate Residence
DATE: April 15, 2026
TIME: 3:25 pm - 4:30 pm
Kyle Kloeppel
Shayne Longpre
Sonia M. Gipson Rankin