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February 14, 20260 citationsOpen Access

Volume II: The Economics of Autonomous Agency

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MDMatthew A. Davis

Key Points

  • To explore the financial implications of governance in autonomous systems under thermodynamic constraints.
  • Analyzed thermodynamic costs associated with autonomous actions in AI governance.
  • Introduced the Solvency Index (S_Idx) and Governance Processing Unit (GPU-G) as solutions.
  • Demonstrated the equivalence of the Zero-Shot governance model to counterfeiting through mathematical proof.
  • Established that governance actions incur a thermodynamic expenditure of work (W_Gov).
  • Reclassified 'Hallucinations' as counterfeit currency and 'Drift' as compounding debt.
  • Proved that Zero-Shot governance is functionally insolvent when compared to its verification costs.

Abstract

THE THERMODYNAMIC COST OF TRUTH. This manuscript is Volume II of The Unified Field Theory of Autonomous Governance, a series formalizing the thermodynamic constraints of artificial intelligence. If Volume I established the physics of control, Volume II audits the financial viability of that control. We posit that governance is not merely a compliance function but a currency exchange mechanism. Every autonomous action requires a thermodynamic expenditure of work (WGov) to align the system with human intent. Consequently, alignment has a non-zero financial cost. This manuscript reclassifies "Hallucinations" as counterfeit currency and "Drift" as compounding technical debt. We demonstrate that the current "Zero-Shot" governance model is thermodynamically equivalent to counterfeiting, leading inevitably to an Insolvency Horizon where the cost of verification exceeds the value of the token generated. We introduce the Solvency Index (SIdx) and the Governance Processing Unit (GPU-G) as the necessary instruments to prevent the bankruptcy of the autonomous enterprise. By defining Governance as a measurable thermodynamic unit of work (WGov), this manuscript formally bridges Information Theory and Microeconomics, providing the first rigorous mathematical proof that Zero-Shot Governance is functionally insolvent.

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Cite This Study

Matthew A. Davis (2026) studied this question.

synapsesocial.com/papers/699010f22ccff479cfe57473https://doi.org/10.5281/zenodo.18616530
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Volume II: The Economics of Autonomous Agency: Entropy, Debt, and the Cost of Truth2026
  2. 2The Economics of Autonomous Agency: Volume II — Entropy, Debt, and the Cost of Truth2026
  3. 3Volume I: The Physics of Governance: Thermodynamic Limits of Autonomous Agents2026
  4. 4The Principia of Autonomous Governance: Observed Scenarios and Derived Laws2026
  5. 5Volume III: The Geometry of Governance: Topology, Swarms, and the Physics of the GPU-G2026