2 papers
cs.LG2026
Aligned, Orthogonal or In-conflict: When can we safely optimize Chain-of-Thought?
Max Kaufmann, David Lindner, Roland S. Zimmermann +1
Chain-of-Thought (CoT) monitoring, in which automated systems monitor the CoT of an LLM, is a promising approach for effectively overseeing AI systems. However, the extent to which…
cs.LG2025
Self-Regulation and Requesting Interventions
So Yeon Min, Yue Wu, Jimin Sun +4
Human intelligence involves metacognitive abilities like self-regulation, recognizing limitations, and seeking assistance only when needed. While LLM Agents excel in many domains,…