mlsanityData to 14 Oct 2026

Resourced Authority A Mechanism-Design Model for Participatory Governance of Deployed AI Agents

arXiv 2608.06353 ↗First posted 6 Aug 2026cs.GT cs.AI cs.MAcited by 0

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Abstract (arXiv)

We give a formal mechanism design model for the continuous participatory governance of a deployed AI agent. The mechanism is built on the principle that governance should control an AI agent through resource allocation so as to make authorization self enforcing via compute budgets. The mechanism seeks to establish the Safe AI paradigm that compute is an effective governance lever. We situate our work as a compliance or commons overlay on a deployer. One governance period is an extensive form game in which verified human stakeholders arrive sequentially and contribute, on a provision or a rejection market, in a governance currency that is deliberately distinct from the agents compute. A funding aggregator turns raw contributions into breadth weighted effective supports - a two threshold gate with hysteresis converts net support into a binary authorization that, through a coupling map bounded by an exogenously certified safety ceiling, releases a metered compute budget - realized in hardware as a signed compute license so that the decision is self-enforcing. We characterize the class of agents the mechanism can govern and isolate manipulation of the governing electorate by the governed agent as the central open problem. We also introduce several challenges addressing manipulation of governing electorate by the governed agents.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 6 of its 15 references that are in the map. First posted on arXiv 6 Aug 2026.

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6 of 15 references.

References · 6

  1. 2023AI Control: Improving Safety Despite Intentional Subversioncited by 229
  2. 2024Computing Power and the Governance of Artificial Intelligencecited by 40
  3. 2025Hardware-Enabled Mechanisms for Verifying Responsible AI Developmentcited by 8
  4. 2025Flexible Hardware-Enabled Guarantees for AI Computecited by 4
  5. 2019Civic Crowdfunding for Agents with Negative Valuations and Agents with Asymmetric Beliefscited by 2
  6. 2025Embedded Off-Switches for AI Computecited by 2

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