President Donald Trump secured a voluntary pledge from governors and utility companies to protect consumers from rising electricity bills. The move targets the massive power demands of AI data centers. This political maneuver frames the AI build-out as a cost burden. Practitioners should expect increased scrutiny over energy efficiency and grid impact.