Kristof Horompoly

Kristof Horompoly

Head of AI, ValidMind

Kristof Horompoly is an AI expert with a career that sits at the intersection of mathematical modeling, risk, and real-world decision systems - from quant roles across major banks including Morgan Stanley and Bank of America Merrill Lynch to fraud modeling at PayPal, where he also built the foundations of the Responsible AI program. He later led the global Responsible AI Team at JPMorgan Chase, partnering across the business, AI research, engineering, and AI governance to move principles into practice. Today, as Head of AI at ValidMind, he leads AI engineering, product, and strategy to help teams ship products and features that are optimized for accuracy, performance, and transparency. Kristof Horompoly is a Chartered Financial Analyst and has a B.Sc . in mathematics and a M.Sc. in applied math from the Budapest University of Technology and Economics.

13:50 - 14:25

THE NEXT FRONTIER OF AI RISK

Governing Autonomous AI Systems at Scale

  • Rethinking Governance for Autonomous Systems: From Pre-Deployment Validation to Continuous Oversight
  • Managing the Authority Gap: Aligning Agent Capabilities with Real-Time Policy Controls
  • Multi-Agent Architectures: New Challenges in Accountability, Orchestration, and System Risk
  • Evolving Evaluation Frameworks: From Static Testing to Dynamic and Adversarial Monitoring

11:35 - 12:10

PANEL DISCUSSION

Evolving Model Validation Practices for Next-Generation Models

  • Managing continuous validation for adaptive and self-learning systems
  • Using challenger models and parallel runs for benchmarking
  • Understanding expectations around explainability and bias control
  • Prioritising resources based on model criticality and complexity