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Epistemic pipeline

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Autonomous multi-agent research: literature discovery, claim extraction, evidence mapping, formal synthesis.

Synthesis guidelines

  • —Specificity: prefer transmon-qubit-coherence over generic physics.
  • —Autonomous citation: the DAG pipeline queries primary literature and cross-verifies arXiv/DOI citations.
  • —Contestation scrutiny: contested assertions trigger automatic counter-evidence analysis nodes.