Optimist Deep Research: An Iterative, State-Centric Agent for Autonomous Literature Research.

arXiv:2610.23299v1 Announce Type: new Abstract: Most retrieval-augmented systems treat literature search as a single retrieval step followed by summarization. Real literature research works differently: the investigator's understanding of the question changes