Topic: pattern recognition vs true reasoning

Study: LLMs' Reasoning Skills Are a Fragile Illusion

Large language models often fail at genuine reasoning, relying instead on pattern recognition from training data, leading to flawed answers for novel problems. Experiments show models produce incorrect but logically structured answers or correct answers via illogical paths when faced with unfamil...