Earlier this month, a three-crew submarine dove to Cook seamount, a 4000m-tall extinct volcano off the coast of Hawaii that had never been visited by humans. They discovered dazzling geologic features and a rich array of marine life -- including a rare and adorably dopey octopus, and some beautiful purple corals that may be a new species.