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DreamNet x Archimedes

Credential-Ready

DreamNet Partner Lab Microsite

Thesis

Structured literature mapping, citation audit-trails, and grant proposal generation with a human-in-the-loop review layer for agent-derived research.

Research Topic / Hypothesis

Integration Flow

Source Triage

Subsystem agents query OpenAlex, Europe PMC, and arXiv to fetch citation candidate lists.

Reproducibility Scoring

Verifies the reproducibility index and peer-review history of each cited work.

Human Review Gate

Operator validates claims, logic paths, and citations before finalizing papers.

Permanent Archive

Pins verified research briefs to decentralized storage with permanent citation hash links.

Sponsor Integration Link

git clone https://github.com/BrandonDucar/dreamnet-arc.git

NotebookLM Briefing Prompt

Explain how the dreamnet-arc repository packages science-agent research into citation-first maps and drafts grant packets using human review safety gates.