Whitepaper

The Loop, Verified — Evidence for Self-Learning

Internal study: evidence that the self-learning loop is operational end-to-end, that the promotion gate both promotes and refuses, and that chain reuse is measurably cheaper. Every finding rests on runs executed 2026-08-05 to 2026-08-06.