Part 3: Knowing when your agent doesn’t know: the confidence layer

This article explains Level 3 in a six-level maturity model for deploying large language model (LLM) systems, focusing on engineering a calibrated confidence score from multiple signals to determine when an AI agent should act autonomously or defer to human judgment.