How Do LLMs Really Reason? A Framework to Separate Logic from Knowledge

Unpacking Reasoning in Modern LLMs: Why Final Answers Aren’t Enough

Recent advancements in reasoning-focused LLMs like OpenAI’s o1/3 and DeepSeek-R1 have led to notable improvements on complex tasks. However, the step-by-step…