Reasoning Models Reason Well, Until They Don't

Revanth Rameshkumar, Jimson Huang, Yunxin Sun +2

Large language models (LLMs) have shown significant progress in reasoning tasks. However, recent studies show that transformers and LLMs fail catastrophically once reasoning proble…