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2026arXiv

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

What this work does

Introduces persistent state for hypotheses, gates, evidence pointers, failures, and recovery decisions across long research trajectories. Its separated controller and structured reflection improve end-to-end research scores and provenance diagnostics.

THE RESEARCH CONVERSATION

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