Score: #8 UTEP 66, #1 Kansas 60

And when Kansas did manage to win in the first round (thanks to a matchup against a #16 seed), they just went ahead and lost in the second round to a team coached by Don Haskins, a guy who was patrolling the sidelines in the 1960s. SMFH.