Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats. - Jiaxin Wen; Vivek Hebbar; Caleb Larson; Aryan Bhatt; Ansh Radhakrishnan; Mrinank Sharma; Henry Sleight; Shi Feng 005; He He 001; Ethan Perez; Buck Shlegeris; Akbir Khan (ICLR, 2025)

Ctrl-Z: Controlling AI Agents via Resampling. - Aryan Bhatt; Cody Rushing; Adam Kaufman; Tyler Tracy; Vasil Georgiev; David Matolcsi; Akbir Khan; Buck Shlegeris (CoRR, 2025)

Combining Cost-Constrained Runtime Monitors for AI Safety. - Tim Tian Hua; James Baskerville; Henri Lemoine; Mia Hopman; Aryan Bhatt; Tyler Tracy (CoRR, 2025)