Major AI hyperscalers are evaluating deeper involvement in next-generation nuclear supply chains to secure reliable power for massive training and inference loads. The shift signals that legacy grid capacity and renewables alone won't meet projected AI infrastructure demand, pushing datacenters toward long-term nuclear partnerships.