YouRA: A Persistent-State Architecture for Evidence-Traceable Autonomous Research Agents.

arXiv:2610.01097v1 Announce Type: new Abstract: End-to-end research agents can now produce complete scientific papers, yet manuscript claims often diverge from executed experiments. This gap is structural: research state, failure histories, and claim-evidence