“Peas and Probabilities – The State of the AI-ssessment Union” features two AI research leaders in a 60-minute, slide-free discussion on the next year of AI-powered assessment. It will explore how generative models, semi-autonomous agents, adaptive algorithms, and real-time analytics are reshaping psychometrics, test delivery, and candidate experience. Participants will: - Explore advances in generative AI, adaptive testing, and personalization agents - Weigh ethics, privacy, and emerging regulations - Review case studies on development cycles, engagement, and fairness - Co-create strategic approaches, governance models, and change-management methods Attendees will leave with peer-crafted frameworks and actionable tactics for deploying AI in assessment systems.