Steven Timm discusses the distributed computing and data management challenges facing the DUNE experiment as it prepares for next-generation neutrino research. The talk explores large-scale data movement, heterogeneous CPU and GPU workflows, and the infrastructure needed to support AI-enabled scientific computing.