From the 1 of 6 linked papers with an AI index.
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Extracting Search Trees from LLM Reasoning Traces Reveals Myopic Planning
Sixing Chen, Ji-An Li, Saner Cakir +3
Large language models (LLMs), especially reasoning models, generate extended chain-of-thought (CoT) reasoning that often contains explicit deliberation over future outcomes. Yet wh…
cs.AI2025
Language Models Are Capable of Metacognitive Monitoring and Control of Their Internal Activations
Li Ji-An, Hua-Dong Xiong, Robert C. Wilson +2
Large language models (LLMs) can sometimes report the strategies they actually use to solve tasks, yet at other times seem unable to recognize those strategies that govern their be…