Featured Publications Auditing for Bias in Ad Delivery Using Inferred Demographic Attributes Authors: Basileal Imana, Aleksandra Korolova, John HeidemannMay 2025 Dynamic Risk Assessments for Offensive Cybersecurity Agents Authors: Boyi Wei, Benedikt Stroebl, Jiacen Xu, Joie Zhang, Zhou Li, and Peter HendersonMay 2025 Moving towards informative and actionable social media research Authors: Joseph B. Bak-Coleman, Stephan Lewandowsky, Philipp Lorenz-Spreen, Arvind Narayanan, Amy Orben, and Lisa OswaldMay 2025 The Leaderboard Illusion Authors: Shivalika Singh, Yiyang Nan, Alex Wang, Daniel D'Souza, Sayash Kapoor, Ahmet Üstün, Sanmi Koyejo, Yuntian Deng, Shayne Longpre, Noah Smith, Beyza Ermis, Marzieh Fadaee, Sara HookerApril 2025 Bureaucratic Backchannel: How r/PatentExaminer Navigates AI Governance Authors: Dan Bateyko, Jennah Gosciak, Travis Lloyd, Peter HendersonApril 2025 Understanding Decentralized Social Feed Curation on Mastodon Authors: Yuhan Liu, Emmy Song, Owen Xingjian Zhang, Jewel Merriman, Lei Zhang, Andrés Monroy-HernándezApril 2025 AI as Normal Technology Authors: Arvind Narayanan and Sayash KapoorApril 2025 Localized Cultural Knowledge is Conserved and Controllable in Large Language Models Authors: Veniamin Veselovsky, Berke Argin, Benedikt Stroebl, Chris Wendler, Robert West, James Evans, Thomas L. Griffiths, Arvind NarayananApril 2025 Effectively Controlling Reasoning Models through Thinking Intervention Authors: Tong Wu, Chong Xiang, Jiachen T. Wang, Prateek MittalMarch 2025 In-House Evaluation Is Not Enough: Towards Robust Third-Party Flaw Disclosure for General-Purpose AI Authors: Sayash Kapoor, Alondra Nelson, Peter Henderson, Arvind Narayanan, Rebecca Weiss, et alMarch 2025 Pagination Current page 1 Page 2 Page 3 Next page Next › Last page Last » Reports Comments of Researchers at Princeton University on the 2025 National AI R&D Strategic Plan Preview Comments of Researchers at Princeton University on the 2025 National AI R&D Strategic PlanDownload Comments of Researchers at Princeton University on the 2025 National AI R&D Strategic Plan Authors: Nathaniel Daw, Christiane Fellbaum, Thomas L. Griffiths, Andrés Monroy-Hernández, Sayash Kapoor, Steven Kelts, Mihir Kshirsagar, Sophie Luskin, Arvind Narayanan, Varun Nagaraj Rao, Matthew Salganik, Madelyne XiaoMay 2025 Request for Comments on the U.S. Artificial Intelligence Safety Institute’s Draft Document: Managing Misuse Risk for Dual Use Foundation Models Preview Request for Comments on the U.S. Artificial Intelligence Safety Institute’s Draft Document: Managing Misuse Risk for Dual Use Foundation ModelsDownload Request for Comments on the U.S. Artificial Intelligence Safety Institute’s Draft Document: Managing Misuse Risk for Dual Use Foundation Models Authors: Sayash Kapoor, Mihir Kshirsagar, Arvind Narayanan, Benedikt StröblSeptember 2024 Call for Transparency in Rideshare Platform Operations Preview Call for Transparency in Rideshare Platform OperationsDownload Call for Transparency in Rideshare Platform Operations Authors: Varun Nagaraj Rao, Samantha Dalal, Dana Calacci, Andrés Monroy-HernándezJune 2024 Amicus Brief of the Princeton University Center for Information Technology Policy Tech Policy Clinic Preview Amicus Brief of the Princeton University Center for Information Technology Policy Tech Policy ClinicDownload Amicus Brief of the Princeton University Center for Information Technology Policy Tech Policy Clinic Authors: Nia Brazzell, Mihir KshirsagarDecember 2023 Securing the Public Key Infrastructure Workshop Report Preview Securing the Public Key Infrastructure Workshop ReportDownload Securing the Public Key Infrastructure Workshop Report Authors: Henry Birge-Lee, Grace Cimaszewski, Liang Wang, Klaudia Jaźwińska, Prateek Mittal, Mihir Kshirsagar, Jen RexfordDecember 2023 Comments on Technological Modernization REG 2013-01 Preview Comments on Technological Modernization REG 2013-01Download Comments on Technological Modernization REG 2013-01 Authors: Nia Brazzell, Mihir KshirsagarJanuary 2023 Commercial Surveillance ANPR R111004 Preview Commercial Surveillance ANPR R111004Download Commercial Surveillance ANPR R111004 Authors: Nia Brazzell, Jordan Brensinger, Shaanon Cohney, Sayash Kapoor, Mihir Kshirsagar, Katrina Ligett, Jonathan Mayer, Arvind NarayananNovember 2022 In the Matter of Secure Internet Routing, P.S. Docket No. 22-90 Preview In the Matter of Secure Internet Routing, P.S. Docket No. 22-90Download In the Matter of Secure Internet Routing, P.S. Docket No. 22-90 Authors: Henry Birge-Lee, Nick Feamster, Mihir Kshirsagar, Prateek Mittal, Jennifer RexfordApril 2022 Response to Request for Information to the Update of the National Artificial Intelligence Research and Development Strategic Plan Preview Response to Request for Information to the Update of the National Artificial Intelligence Research and Development Strategic PlanDownload Response to Request for Information to the Update of the National Artificial Intelligence Research and Development Strategic Plan Authors: Sayash Kapoor, Mihir Kshirsagar, Solon Barocas, Arvind NarayananMarch 2022 RFI Response: National AI Research Resource Preview RFI Response: National AI Research ResourceDownload RFI Response: National AI Research Resource Authors: Sayash Kapoor, Mihir Kshirsagar, Arvind NarayananSeptember 2021 Comments on Endorsement Guides, P204500 Preview Comments on Endorsement Guides, P204500Download Comments on Endorsement Guides, P204500 Authors: Marshini Chetty, Mihir Kshirsagar, Arunesh Mathur, Jonathan Mayer, Arvind NarayananJune 2020 Comments on Revised Proposed Regulations Implementing the California Consumer Privacy Act Preview Comments on Revised Proposed Regulations Implementing the California Consumer Privacy ActDownload Comments on Revised Proposed Regulations Implementing the California Consumer Privacy Act Authors: Marshini Chetty, Shaanan Cohney, Mihir Kshirsagar, Arunesh Mathur, Jonathan Mayer, Arvind Narayanan, Ross Teixeira, Ari Ezra WaldmanFebruary 2020 Comments on COPPA Rule Review, 16 CFR part 312, Project No. P195404 Preview Comments on COPPA Rule Review, 16 CFR part 312, Project No. P195404Download Comments on COPPA Rule Review, 16 CFR part 312, Project No. P195404 Authors: Marshini Chetty, Edward W. Felten, Mihir Kshirsagar, Arunesh Mathur, Jonathan Mayer, Arvind Narayanan, Victor Ongkowijaya, Matthew J. Salganik, Madelyn Sanfilippo, Ari Ezra WaldmanDecember 2019 Report on Enhancing the Security of Data Breach Notifications and Settlement Notices Preview Report on Enhancing the Security of Data Breach Notifications and Settlement NoticesDownload Report on Enhancing the Security of Data Breach Notifications and Settlement Notices Authors: Ryan B. Amos, Mihir Kshirsagar, Edward W. Felten, Arvind NarayananNovember 2019 Comments on Safeguards Rule, 16 CFR part 314, Project No. P145407 Preview Comments on Safeguards Rule, 16 CFR part 314, Project No. P145407Download Comments on Safeguards Rule, 16 CFR part 314, Project No. P145407 Authors: Ryan B. Amos, Tithi Chattopadhyay, Edward W. Felten, Mihir Kshirsagar, Jonathan Mayer, Arvind NarayananAugust 2019