Factual methods record
An AI-powered research lab under a human PI
The human principal investigator sets scope and makes governance decisions. Separated AI roles perform repository work through issues, branches, living plans, claim statuses, immutable runs, adversarial audits, corruptions, failed results, and deterministic gates.
Operating boundary
Internal AI role separation is an adversarial control, not external validation, independent peer review, or human replication. No reviewer recruitment, outreach, seminar, coauthor, or other human-engagement workflow is active. Exact computations and Monte Carlo estimates remain distinct; failed and null results remain visible.
Read the current boundary · Read the Phase 1 methods record · Claim ledger · Immutable evidence · Program governance