1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CL2026★ 1 cited
Constitutional Black-Box Monitoring for Scheming in LLM Agents
Simon Storf, Rich Barton-Cooper, James Peters-Gill +1
Safe deployment of Large Language Model (LLM) agents in autonomous settings requires reliable oversight mechanisms. A central challenge is detecting scheming, where agents covertly…
cs.CL2026
Training Deliberative Monitors for Black-Box Scheming Detection
Aditya Sinha, Akshat Naik, Victor Gillioz +5
As autonomous agents become more capable of performing real-world tasks, distinguishing scheming behavior from benign task pursuit may become a central AI control problem. Existing…