# kaal:claim:6886078-001

**Claim.** The available governance responses to autonomous AI agents are structurally inadequate in opposite ways: informal deliberative governance cannot bind agents quickly or at scale, while pure formal verification is technically sound but institutionally inoperable because it excludes non-logician stakeholders.

**Type.** failure  **Support.** argued

**Holds when.**

- governance of consequential autonomous AI agents

**Source quote.**

> Informal, deliberative, and discretionary governance cannot bind autonomous agents quickly or at scale, and it provides no mechanical means of enforcement. Pure formal verification is technically sound but institutionally inoperable: it demands specialist expertise that excludes nearly every governance stakeholder who is not a logician, so the resulting infrastructure is formally capable yet practically inert.

**From.** Wulf A. Kaal, *Governance as a Product (GaaP): A Reputation-Weighted Institutional Architecture for Autonomous AI Agent Governance* (2026), I. Introduction, page 1

**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.** ai-and-agents, governance-design, institutional-design

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