Policy Projects Algorithmic Bias Research and policy advocacy documents evaluating the civil rights and social implications of algorithmic bias and potential policy interventions in New York City and beyond. ↓ Suspect Development Systems: Databasing Marginality and Enforcing Disciplinie (2022) Racial Segregation and the Data-Driven Society: How Our Failure to Reckon with Root Causes Perpetuates Separate and Unequal Realities (2022) Defining and Demystifying Automated Decision Systems (2022) Amicus Brief to Supreme Court of Pennsylvania Regarding Pre-Atrial Risk Assessments (2020) PDF Written Testimony to the New York City Council Committee on Technology Oversight Hearing on Automated Decision Systems (2020) PDF Legislative Testimony for US Senate Subcommittee on Communications, Technology, Innovation and the Internet on Persuasive Technology on Internet Platforms (2019) PDF Comments to the US Department on Housing and Urban Development re: Fair Housing Act’s Disparate Impact Standard and Algorithmic Tools (2019) PDF Confronting Black Boxes: A Shadow Report of the New York City Automated Decision System Task Force (2019) PDF Legislative Testimony in Support of Legislation to Create A Commission on Transparency and Use of Artificial Intelligence, S.1876/H2701 (2019) PDF Dirty Data, Bad Predictions: How Civil Rights Violations Impact Police Data, Predictive Policing Systems, and Justice (2019) Algorithmic Impact Assessment Framework and Practical Guidance (2019) PDF Algorithmic Impact Assessments Framework (2018) PDF New York City Automated Decision System Task Force Law (2018) New York City Takes on Algorithmic Discrimination (2017)