A false start is when an offensive player moves intentionally or unintentionally (after coming set) prior to the snap, in a manner that would give them a competitive advantage. The penalty is in place to prevent the offense from trying to draw the defense offside and comes with a 5-yard penalty. More @Wikipedia
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