Beginning in 2019, the US federal government ramped up its involvement in, and regulation of, the use of artificial intelligence (AI). The federal government is grappling with how to incentivize AI innovation responsibly, while acknowledging the importance of the United States to lead in this area. The duality of promoting AI while regulating it may seem counterintuitive, but that is the overarching takeaway from the current state of US AI regulation.