YouRA: A Persistent-State Architecture for Evidence-Traceable Autonomous Research Agents
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 alignment are not maintained as persistent, verifiable state across long-horizon pipelines. We present YouRA...
Yoonkyu Woo, Woo-Jin Lee, Jin-Xia Huang
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