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
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
Limits of Safe AI Deployment: Differentiating Oversight and Control
Jul 2025
David Manheim, Aidan Homewood
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