The Guardian: Human-in-the-Loop AI Governance We’ve built a system that is Reliable and Affordable . Our Forensic Team is accurate, and The Accountant ensures we aren't wasting our cognitive budget. But in the enterprise, "capable" is not enough. For high-stakes decisions—like a $50k rare book audit or a compliance check—fully autonomous AI is a Liability . Today, we introduce The Guardian : The final phase of our Production-Grade AI trilogy. We are implementing a standardized Human-in-the-Loop (HITL) checkpoint, moving from "Autonomous Agents" to "Augmented Intelligence." 1. The Autonomous Trap: Confident Hallucination In the first post of this series, The Judge proved that even the best models can confidently hallucinate. In a forensic audit, an agent might identify a water damage pattern and declare: "CRITICAL: High probability of modern forgery." If that finding is wrong, the reputational and financial damage is severe. The problem isn't the AI’s capability; it’s the lack of authorization .…