AI Inconsistency Poses Governance Risks for Regulated Industries

Ask an AI the same question twice, and you might receive two different answers. In regulated industries, this isn't just a glitch—it's a governance crisis waiting to happen. Jon Cooke explains why the probabilistic nature of AI fundamentally challenges enterprise risk management. The AI Values Podcast explores this issue in Episode 2, highlighting how non-deterministic outputs undermine trust and compliance in sectors like finance, healthcare, and law. As organizations increasingly rely on AI for decision-making, the lack of reproducibility becomes a critical liability. The episode calls for new frameworks to audit and validate AI responses, ensuring they meet regulatory standards.