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

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The image symbolizes how artificial intelligence systems translate neural computation into structured governance.
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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.