Learn how organizations can quantify AI risk, manage model uncertainty, and build trust as generative AI adoption scales across the enterprise. In this episode of AI Changes Everything, see how AI insurance can help organizations balance innovation, governance, and financial risk. Explore more AI topics at https://social.ora.cl/6002BDMP1w In this episode of AI Changes Everything, Dr. Michael von Gablenz, head of Insure AI at Munich Re, explores one of the most important challenges facing enterprise AI adoption: how to quantify, manage, and insure against AI risk. As organizations invest in generative AI and large language models, attention often focuses on productivity, automation, and return on investment. Yet every AI system carries uncertainty. Dr. von Gablenz explains why hallucinations, inaccuracies, changing model behavior, copyright exposure, operational disruption, and financial loss must be considered alongside the potential benefits of AI adoption. The conversation examines how Munich Re is helping organizations understand the unique risk profile of AI systems and why insurance can play a critical role in enabling trustworthy AI. Drawing on examples from real-world deployments, Dr. von Gablenz explains how AI insurance can help organizations address uncertainty, evaluate model performance, and build confidence in AI-powered business processes. He also discusses the importance of continuously monitoring foundation models, assessing changing risk exposure, and understanding the downstream impact of model updates. The episode explores the relationship between operational risk management and financial risk management, highlighting why leaders need to consider both when evaluating AI initiatives. Dr. von Gablenz shares how insurance can serve not only as financial protection but also as a signal of AI readiness, helping organizations better understand whether a system is fit for purpose and capable of delivering reliable outcomes at scale. The discussion also covers AI governance, model uncertainty, explainability, trustworthy AI, and the role that chief risk officers, chief information officers, chief financial officers, and AI leaders play in responsible adoption. For organizations looking to accelerate AI deployment while maintaining trust and accountability, this conversation offers valuable insight into one of the fastest-emerging categories in enterprise technology: AI risk management and insurance. 00:00:15 Introduction 00:00:58 What Is Insure AI? 00:02:25 The First Insured AI System 00:03:32 Insurance as an AI Adoption Driver 00:06:04 Understanding AI Risk Categories 00:07:27 Quantifying AI Uncertainty 00:09:28 Monitoring Changing AI Models 00:11:45 Operational and Financial Risk 00:14:47 Scaling AI Insurance 00:15:40 Risk Leaders and AI Adoption 00:17:43 The Next AI Insurance Market 00:18:40 Preparing for AI Risk 00:21:39 Insurance and AI Scale-Up 00:22:36 Michael’s Career Journey 00:23:59 Quickfire AI Round 00:25:21 Myth Versus Reality 00:26:26 What AI Shouldn’t Change 00:27:15 Michael’s Prompt of the Week Like what you learned from this AI Changes Everything podcast? Subscribe now https://social.ora.cl/60025k87j Join us at Oracle AI World: https://social.ora.cl/60035eVvJ Contact Oracle AI sales: https://social.ora.cl/6006cxqAp Learn more about Oracle AI: https://social.ora.cl/6002cxQcY Try Oracle AI for free: https://social.ora.cl/6007CEo8B AI Solutions Hub: https://social.ora.cl/6000cxQWQ Follow us here: LinkedIn: https://social.ora.cl/60035eXuF X: https://social.ora.cl/6008abVgG Instagram: https://social.ora.cl/60095eXDN Facebook: https://social.ora.cl/60065enQp

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