In the 31st installment of The Atomic Exchange Podcast, co-hosts Dr. Goran Calic and Michael Tadrous open with quick updates and note that "Cooling Under Fire" is now on SSRN. They touch on peer-review norms, then dive into another Business of Nuclear episode: this time a winners-and-losers scan. Goran maps the U.S. AI load surge from 30 TWh in 2000 to 600 TWh by 2028, led by Virginia, Texas, and California, and flags utilities set for major buildout (Dominion, Sempra) and OEMs with momentum (Westinghouse, GE Hitachi, NuScale). Michael zooms in on Canada, highlighting likely beneficiaries such as BWX Technologies, Cameco/Westinghouse, AtkinsRéalis, and CAE for workforce training, with potential long-run share pressure on gas and some renewables developers. They compare workforce bottlenecks, bridging trades into nuclear, and why Canada’s uranium base and CANDU cycle provide unusual supply security. The episode closes with a simple lens on AI power: more wires, more concrete, more reactors, and a grid ready for 24/7 demand. Tune in for a concise, numbers-first tour of AI-era electricity and the companies most likely to win or fall behind as nuclear scales.