It was a computer-generated simulation of a shark, and it won the race, beating the 23-time Olympic gold medalist by two seconds.

The shark’s speed was calculated and superimposed racing next to Phelps.

MORE: Michael Phelps’ Shark Week assignment: Race a great white

After 57 minutes of buildup, viewers were told that the race was only going to be a simulation.

People were not happy.