Decoupled Human-in-the-Loop System for AI Agent Oversight

A new research paper proposes a decoupled Human-in-the-Loop (HITL) system architecture for AI agents, treating human oversight as an independent component within the agent operating environment. The design separates human interaction management from application workflows via explicit interfaces and a structured execution model. A framework formalizes HITL integration along four dimensions: intervention conditions, role resolution, and others. The work addresses limitations of existing HITL mechanisms that are embedded in application logic, hindering reuse and scalability in multi-agent environments. The paper is published on arXiv under identifier 2604.23049.