verification-architecture

Explains why self-reflection ReAct loops fail on long-horizon tasks and introduces the AgentOS verification architecture as a solution.

This paper proposes a human-on-the-loop orchestration framework for AI-assisted legal discovery, introducing a taxonomy of agentic failures and a four-layer verification architecture to reduce privilege-waiver risk.