AI-redesigned enzymes demonstrated 1.7-2.8x higher catalytic efficiency and superior thermal stability compared to natural versions, enabling access to previously inaccessible mutational pathways. In head-to-head evolution trials, redesigned proteases succeeded 100% of the time versus 50% failure rate for wild-type enzymes, particularly on challenging substrate targets.