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How Do LLMs Really Reason? A Framework to Separate Logic from...
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 reasoning behind these models remains unclear. Most evaluations focus on final-answer accuracy, which hides the reasoning process and doesn’t...