Legal governance and regulation is becoming increasingly reliant on data collection and algorithmic data processing. In the area of copyright, on-line protection of digitized works is frequently mediated by algorithmic enforcement systems intended to purge illicit content and limit the liability...

Machine learning systems, a form of artificial intelligence (AI), are increasingly being deployed both for the creation of innovative works and the administration of intellectual property (IP) rights associated with those works. At the same time, evidence of racial bias in IP systems is manifest...