COLLEGIUMCOLLEGIUM

Brain trust

Ask the Brain Trust

Pose a question. The service retrieves across the full Brain Trust in parallel (AMOS, Acta Astronautica, Space Economy, the Space Governance brain, JPL Programs and Publications, and the COLLEGIUM dissertation corpus), attaches ARGOS citation trust, and drafts a grounded answer with Claude Opus 4.8.

How answers are produced / API endpoint

Retrieval (Grounds, Warrants, References below) is deterministic FTS5, always returned. The Answer, when available, is a single Claude Opus 4.8 pass grounded strictly in that evidence, rendered with IEEE-hyperlinked citations. This is not the SuperStack humanization pipeline; if a specific answer needs that treatment, copy it out and run SuperStack on it directly.

Run locally: uvicorn chatbot_api:app --host 127.0.0.1 --port 5145 from D:/Claude_Code/brain/collegium/candidates. Needs ANTHROPIC_API_KEY_COLLEGIUM in the server environment (or the vault file) for the Answer; without it retrieval is still returned on its own.

Answers appear here, grounded in the full Brain Trust with ARGOS citation trust attached.