# kaal:claim:6886078-015

**Claim.** As a callable, reusable governance primitive that deployers and regulators can compose into agent stacks, GaaP operationalizes the dynamic and anticipatory regulation program by supplying the feedback and enforcement that reactive instruments lack.

**Type.** design  **Support.** argued

**Holds when.**

- GaaP as regulatory infrastructure

**Source quote.**

> GaaP is a callable governance service that deployers and regulators can compose into agent stacks rather than rebuild for each deployment. As a reusable primitive it operationalizes the dynamic and anticipatory regulation program, supplying the feedback and enforcement that reactive instruments lack

**From.** Wulf A. Kaal, *Governance as a Product (GaaP): A Reputation-Weighted Institutional Architecture for Autonomous AI Agent Governance* (2026), VII. Implications, page 3

**Cite as.** Wulf A. Kaal, Governance as a Product (GaaP): A Reputation-Weighted Institutional Architecture for Autonomous AI Agent Governance (2026). SSRN: https://ssrn.com/abstract=6886078

**Verify.** sha256 of source PDF `cebb94de31b049b52f2290c30cd666fa30fd247c15ef33d057870921f165aa5b` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Governance%20as%20a%20Product%20%28GaaP%29%20A%20Reputation-Weighted%20Institutional%20Architecture%20for%20Autonomous%20AI%20Agent%20Governance.pdf

**Topics.** dynamic-regulation, ai-and-agents, governance-design

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