Preprint Open access
When Does Selection Replace Extraction? A Pre-Registered Test of Agent Memory with a Typed Decision Model
Does conversational memory need LLM-extracted facts, or is selecting the right raw turns enough? Published results disagree. Extraction-based systems report gains from distilled facts. Recent studies find raw history with good ranking does as well, but disagree about whether ranking matters. We ran a pre-registered stu …