Editorial companion

What stands out

The guest argues Oracle’s Project Jupiter faces concrete energy and infrastructure bottlenecks as it builds AI data centers, and that smaller contractors and utilities will fill those gaps. He names Emcor and National Fuel Gas as examples of companies positioned to supply electrical, mechanical, and fuel services that Oracle and other hyperscalers need. The clip stands out because it shifts the AI conversation from chips and models to the physical plumbing, what has to be built on the ground before the software can scale.