President Donald Trump will unveil a pledge Thursday backed by governors and utilities to prevent AI data center energy demands from raising residential electricity bills. The move aims to maintain US AI leadership without penalizing consumers. This policy shift targets the massive power surge required by scaling inference and training infrastructure.