US High-Performance Computing at DOE National Laboratories is facing new challenges and opportunities as we enter the Exascale era. There appear to be four major areas: sustaining the exascale HPC ecosystem and improving beyond it; new computing paradigms, such as quantum computing; more tightly coupling computing resources and experimental data; and an ecosystem to enable Artificial Intelligence to be used as a tool for scientific discovery. I will briefly discuss the challenges and opportunities in each.