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Dexter Riley, a handsome but bumbling Medfield College student, accidentally becomes The Computer Who Knew Too Much when he is transformed into a genius after an electrifying computer mishap. Dexter now poses a threat to a local gangster's dangerous gambling operation as the new intellect becomes a pawn in the tug-of-war between the greedy college deans and the underworld.