Limits of Emergent Reasoning of Large Language Models in Agentic Frameworks for Deterministic Games

Chris Su, Harrison Li, Matheus Marques +3

Recent work reports that Large Reasoning Models (LRMs) undergo a collapse in performance on solving puzzles beyond certain perplexity thresholds. In subsequent discourse, questions…