Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains

Juncheng Wu, Sheng Liu, Haoqin Tu +5

Recent advances in reasoning-enhanced Large Language Models such as OpenAI-o1/3 and DeepSeek-R1 have significantly improved performance on complex tasks. However, the quality and t…