Description:Explore how generative AI can support a rigorous, advanced approach to pre-registration. This session will demonstrate how researchers can use AI to develop analysis code and create simulated datasets before collecting real-world data—helping them clarify assumptions, test analytical workflows, identify potential problems, and strengthen research transparency and reproducibility.