UC Method — High‑Level Defensive Public Disclosure

UC Method — High‑Level Defensive Public Disclosure This record contains a high‑level description of the UC Method, an approach for capturing, formalizing, and operationalizing enterprise know‑how through: A UC model represented both graphically and as executable knowledge A formal UC language defined by an EBNF grammar A MAAK (Model‑As‑A‑Knowledge) production cycle enabling governance, serialization, publishing, and consumption A Center of Truth, continuously maintained through explicit modeling and versioning A training pipeline where LLMs synthesize structured UC examples and SLMs learn to operate deterministically on the UC language A multi‑agent ecosystem where SLMs collaborate through the same formal language A UC ↔ RAG loop enabling re‑engineering of domain knowledge into the formal model This disclosure is intentionally high‑level.It does not include proprietary implementation details, source code, or any content tied to an employer or a third‑party organization.Its sole purpose is to establish prior art for the core concepts of the UC Method, ensuring that no future patent can monopolize these foundational ideas. Purpose of the Publication This record is published as a defensive disclosure, meaning: It is made publicly available online. It is timestamped and assigned a DOI. It is therefore considered public prior art by major patent offices when accessible and searchable. According to the USPTO, a publicly accessible online document qualifies as a printed publication when it can be located by persons skilled in the art exercising reasonable diligence. According to the European Patent Office, information posted on the internet becomes state of the art as of its public posting date. Zenodo (operated by CERN/OpenAIRE) ensures stable archiving, DOI assignment, and long‑term discoverability. [epo.org] [ipmall.law.unh.edu] [uspto.gov] Scope This disclosure protects: The conceptual architecture of the UC Method The existence and role of the UC language and its EBNF definition The SLM training strategy based on synthetic corpora The MAAK production cycle and its governance role The Center of Truth concept as an executable knowledge repository This disclosure does not restrict others from patenting independent implementations, optimizations, or architectural variants that are not covered by the concepts explicitly described here. File Included README.md — original description of the UC Method concepts.