Forthcoming

CIF · uBPG

A belief-provenance graph gated by the legality matrix

The reasoning layer. uBPG — the Universal Belief Provenance Graph — is a belief store where every edge must pass the AOML legality matrix. A blocked cell can never become a stored edge.

What it is

Beliefs in uBPG carry provenance and bridge-premise burdens; confidence propagates only along legal paths; illegal compositions are refused at write time. Implemented in Rust, it is the opening work (CIF-1) of a second series — the Convergent Intelligence Framework — that carries the architecture from language and engineering into machine belief.

Status

Pre-release, built on the still-private engineering line. Named here as roadmap.

Repository and papers are not yet public.