On June 21,  the United States Department of Justice announced that it had secured a “groundbreaking” settlement resolving claims brought against a large social media platform for allegedly engaging in discriminatory advertising in violation of the Fair Housing Act. The settlement is one of the first significant federal actions involving claims of algorithmic bias and may indicate the complexity of applying “disparate impact” analysis under the anti-discrimination laws to complex algorithms in this area of increasingly intense regulatory focus.