As overfishing has depleted wild fisheries, U.S. policymakers have pushed aquaculture as an ideal paradigm for ocean fisheries. However, the public perception and myths of finfish commercial aquaculture are far from its reality. This Article examines the industrial aquaculture debate through the lens of Gulf Fishermens Ass’n v. National Marine Fisheries Service, where conservationists and fishermen challenged the first-ever rulemaking to set up a new aquaculture industry in U.S. federal waters.