3 papers
cs.AI2026
Retrying vs Resampling in AI Control
James Lucassen, Adam Kaufman
AI coding scaffolds like Claude Code and Codex use retrying: blocking actions flagged as risky and continuing the trajectory. We study retrying from an AI control perspective, whic…
cs.CR2025
BashArena: A Control Setting for Highly Privileged AI Agents
Adam Kaufman, James Lucassen, Tyler Tracy +2
Future AI agents might run autonomously with elevated privileges. If these agents are misaligned, they might abuse these privileges to cause serious damage. The field of AI control…
cs.LG2025
From Firewalls to Frontiers: AI Red-Teaming is a Domain-Specific Evolution of Cyber Red-Teaming
Anusha Sinha, Keltin Grimes, James Lucassen +4
A red team simulates adversary attacks to help defenders find effective strategies to defend their systems in a real-world operational setting. As more enterprise systems adopt AI,…