Beyond PUE: Why AI data centers need verifiable performance data

Data centers were actually making electricity costs cheaper, but the $7 trillion buildout with no guaranteed…

Data centers reduced electricity costs 3.5% per capacity doubling; $7T infrastructure buildout reverses this if AI demand stalls. Oversized grid infrastructure forces fixed cost recovery from fewer customers—a material OpEx risk embedded in enterprise AI ROI models.