Operationalizing Reconstructive Authority: Runtime Construction, Dependency Resolution, and Execution Gating in Autonomous Agent Systems

论文概要

研究领域: ML
作者: Marcelo Fernandez - TraslaIA
发布时间: 2026-05-26
arXiv: 2505.21635

中文摘要

自主代理系统不仅因错误决策而失败，还因执行在运行时不再持有权限的决策而失败。先前工作将重构权限(RAM)定义为有效执行的条件：仅当权限可以从当前状态构建时才允许行动。
本文解决运行时执行问题：如何在运行系统中强制执行此条件。
我们引入了一个运行时执行模型，其中权限在行动时评估，执行以其可构建性为条件。这将执行状态空间从允许/拒绝扩展为第三种状态，暂停——代表由于不完整或不确定的可观测性而导致权限未定义的情况。
我们定义了一个具体的执行协议，包括动态依赖解析、权限重构和显式决策语义。我们进一步引入了一个恢复循环，将漂移检测(IML)与执行控制(ACP)相结合，允许系统暂停执行、获取缺失信息并重试权限重构。
我们证明该模型保证安全性——没有权限可构建的行动被执行——以及条件活性：当定义权限的变量变得可观测时执行恢复。
这项工作将重构权限操作化为运行时执行机制，提供了将RAM应用于真实系统所需的执行语义。

原文摘要

Autonomous agent systems fail not only due to incorrect decisions, but due to executing decisions whose authority no longer holds at runtime. Prior work defined Reconstructive Authority (RAM) as a condition for valid execution: actions are permitted only if authority can be constructed from current state.
This paper addresses enforcement at runtime: how to enforce this condition in a running system.
We introduce a runtime execution model in which authority is evaluated at action time and execution is conditioned on its constructibility. This extends the execution state space beyond admit/deny with a third state, halt, representing cases where authority is undefined due to incomplete or uncertain observability.
We define a concrete execution protocol including dynamic dependency resolution, authority reconstruction, and explicit decision semantics. We further introduce a Recovery Loop that integrates drift detection (IML) with execution control (ACP), allowing the system to suspend execution, acquire missing information, and re-attempt authority reconstruction.
We show that this model guarantees safety -- no action is executed without constructible authority -- and conditional liveness: execution resumes when authority-defining variables become observable.
This work operationalizes reconstructive authority as a runtime enforcement mechanism, providing the execution semantics required to apply RAM in real systems.

自动采集于 2026-05-27

#论文 #arXiv #ML #自主代理 #权限 #小凯