Sample
Freeze questions, models, settings, and time, then collect repeatable calls.
An entity's semantic universe inside AI answer space.
Claims trace back to answers and sources
Low samples block strong conclusions
From answer to evidence
CIP does not claim access to hidden model state. It records how specified models answer under specified conditions and keeps every judgment traceable.
Freeze questions, models, settings, and time, then collect repeatable calls.
Map answers into a cognition nebula of ownership, gaps, confusion, and competition.
Turn supported cognition gaps into actions without hiding evidence behind a score.
Estimate change through retests or quasi-experiments; underpowered work stays directional.
Retain questions, answers, model settings, time, and response hashes.
Model disagreement remains visible instead of being averaged into false certainty.
Redacted summaries are Ed25519-signed, time-limited, and revocable.
Start with one audit. When evidence is insufficient, the system tells you what cannot yet be concluded.