We know very little about our planet's seafloor, but that's poised to change as autonomous underwater scouting technology gets better and better. To that end, nearly two dozen teams are racing to develop robots that can investigate, map and conduct science at extreme depths, and under serious time constraints. They're also competing for $US7 million ($9 million) in prize money.