How Clause-Level Constraints Turn Training Choices Into Verifiable Policies for Generative Systems

The image symbolizes how artificial intelligence systems translate neural computation into structured governance. Circuit lines represent data flow becoming formal clause patterns, mirroring the paper’s central idea: AI governance as syntax, not ethics.