Audience Discussion: Can AI Contribute to Complex Mechanistic Models? Exploring the Opportunities & Validation Challenges in QSP

2:00 pm - Wednesday 18th November 2026

Exploring the role of AI in QSP model development, parameter estimation, and model refinement
Comparing AI-generated outputs against established modelling approaches to assess reliability and reproducibility
Practical strategies for validating AI-assisted models and mitigating hallucination risk in complex modelling environments
Understanding what evidence regulators and internal stakeholders may require before AI-informed models can support critical development decisions