LLM reasoning can be scored separately for knowledge and step-by-step information gain, and doing so shows SFT and RL affect these two capacities differently across medicine and math.
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Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains
LLM reasoning can be scored separately for knowledge and step-by-step information gain, and doing so shows SFT and RL affect these two capacities differently across medicine and math.