Public vs Private Bodies: Who Should Run Advanced AI Evaluations and Audits? A Three-Step Logic Based on Case Studies of High-Risk Industries. - Merlin Stein; Milan Gandhi; Theresa Kriecherbauer; Amin Oueslati; Robert Trager (AIES (1), 2024)

Monitoring Human Dependence On AI Systems With Reliance Drills. - Rosco Hunter; Richard Moulange; Jamie Bernardi; Merlin Stein (CoRR, 2024)

The Role of Governments in Increasing Interconnected Post-Deployment Monitoring of AI. - Merlin Stein; Jamie Bernardi; Connor Dunlop (CoRR, 2024)

Measuring AI agent autonomy: Towards a scalable approach with code inspection. - Peter Cihon; Merlin Stein; Gagan Bansal; Sam Manning; Kevin Xu (CoRR, 2025)