Building Trust in AI Systems: Why You Cannot Test It In

Testing samples an AI system’s behavior at one moment. Trust requires governing that behavior continuously. Here is the trust triad, governance, validation, and monitoring, and why conflating the three is the mistake that breaks at scale.

June 11, 2026 · 4 min · Yogesh Thanvi