Research

My work focuses on external assurance for frontier AI — how third parties can credibly verify that AI developers are keeping their safety commitments.


Papers

Frontier AI Auditing: Toward Rigorous Third-Party Assessment of Safety and Security Practices at Leading AI Companies

Jan 2026

Miles Brundage, Noemi Dreksler, Aidan Homewood, Sean McGregor, Patricia Paskov, Conrad Stosz, Girish Sastry, A. Feder Cooper, George Balston, Steven Adler, Stephen Casper, Markus Anderljung, Grace Werner, Soren Mindermann et al.

Expanding External Access to Frontier AI Models for Dangerous Capability Evaluations

Jan 2026

Jacob Charnock, Alejandro Tlaie, Kyle O’Brien, Stephen Casper, Aidan Homewood

AEF-1: Minimum Operating Conditions for Independent Third Party AI Evaluations

Dec 2025

Conrad Stosz, Karson Elmgren, Charles Foster, George Balston, Seth Donoughe, Samira Nedungadi, Michael Chen, Jasper Götting, Patricia Paskov, Sayash Kapoor, Sarah Schwettmann, Rishi Bommasani, Luca Righetti, Sean McGregor et al.

Assessing Risk Relative to Competitors: An Analysis of Current AI Company Policies

Oct 2025

Sophie Williams, Noemi Dreksler, Aidan Homewood, Markus Anderljung, Jonas Freund

Third-Party Compliance Reviews for Frontier AI Safety Frameworks

May 2025

Aidan Homewood, Sophie Williams, Noemi Dreksler, John Lidiard, Malcolm Murray, Lennart Heim, Marta Ziosi, Seán Ó hÉigeartaigh, Michael Chen, Kevin Wei, Christoph Winter, Miles Brundage, Ben Garfinkel, Jonas Schuett