An emerging investment thesis positions grid equipment manufacturers (Siemens Energy, GE Vernova) and utilities (NextEra, Dominion, AEP, Xcel) as beneficiaries of AI's transition from software to physical infrastructure, with gas producers providing baseline power for 24/7 data centers. This reflects a structural market rotation away from traditional 'AI everything' software valuations toward tangible energy and grid assets. This signals accelerating demand for reliable power infrastructure to support large-scale AI compute operations.