arXiv:2608.06353cs.GTcs.AI2026-08

用计算资源分配实现AI治理的自执行授权,让安全成为可量化的控制杠杆。

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

论文配图:Resourced Authority A Mechanism-Design Model for Participatory Governance of Deployed AI Agents
图 1 · 摘自论文原文
  • 通过资源分配机制,将治理权转化为可度量的算力许可。
  • 设置双阈值滞回门限,将支持度转为二元授权,确保决策不可逆。
  • 适合关注可信AI治理、合规框架的科研与政策制定者。

本文提出一种面向已部署AI代理的持续参与式治理的形式化机制设计模型。该机制基于治理应通过资源配置来控制AI代理的原则,使授权通过算力预算实现自我强制。机制旨在建立‘安全AI’范式,即算力是有效的治理杠杆。本工作被视为对部署方的合规或公共资源层叠加。一个治理周期是一个扩展形式博弈,经验证的人类利益相关方按序参与,在提供或拒绝市场中以治理货币贡献,该货币与代理的计算资源刻意区分。资金聚合器将原始贡献转换为加权支持度;一个具有迟滞效应的双阈值门限将净支持度转化为二元授权,再通过由外源认证的安全上限耦合映射,释放计量算力预算——在硬件层面体现为带签名的算力许可证,确保决策自执行。我们刻画了该机制可治理的代理类型,并指出被治理代理操纵治理选民是核心开放问题。此外,还引入若干挑战以应对代理对治理选民的操控。

原文摘要 · Abstract (English)

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.

AI治理机制设计算力控制自执行授权

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。