Organizations bring questions, datasets, or draft manuscripts; we run them through this system and ship auditable reports, methods packets, and grant-ready artifacts. Epistemic ontology defines the map; evidence bindings and gated emission control what may be claimed publicly.
Infrastructure map — datasets, domain study, theory band, governance, deliverables. Drag to rotate. Guided modes coming.
Domains, hypotheses, experiments, and claims are named entities with explicit relations — gaps and overreach visible before outward use.
Each outward claim has a ceiling and receipt path. Upgrades require versioned artifacts — not model confidence.
AI drafts and formalizes; partner deliverables and public copy pass human-verified gates.
Models and claims must earn their complexity against baselines — shortest defensible description wins.
Baseline-honest comparison
Hypothesis and claim status upgrades only when versioned artifacts support the move — not on narrative momentum.
Status · receipt path
Shape of variability and state space carries the signal — regime shifts and early-warning features without exposing internal methods.
Metric carriers · not black boxes
What may be said publicly is a first-class output. Claim bindings, review gates, and separation between client IP and core methods.
Claim ceiling · evidence bindings
Grants, partners, and outreach connect only when artifacts exist — credibility bridges close on evidence, not intent.
Network · outreach
Every experiment gets an ID; results never overwrite. Comparison baselines stay intact for audit and replication.
Immutable runs
AI-assisted, integrity-preserving pipelines for proposals and reports — reproducible artifacts and governed emission.
Interpretable audits and early-warning features without giving up IP — fixed scope, auditable deliverables.
Structured artifacts for manuscripts and governance — explicit limits on what models are allowed to say.
Canonical data enters the system. Domain study holds evidence. Shared comparison zone runs models. The hub binds hypotheses to artifacts. Gates enforce claim ceilings. Client-facing outputs emit only what passed verification.
client question → scoped study → versioned run → evidence binding → human-verified deliverable