Strange Creature Captured on Military ROV Deep Sea Rover at 3700 Feet

This strange clip is making its rounds on social media pages with claims from everything to a UFO crafty to an endangered black squid. Some even suggest it could be a very well done CGI clip.

What do you think? Is this a newly found sea creature captured on video for the first time? or is it an Unidentified Submerged object?