Research

Published papers and working drafts from the lab.

• Beyond Pilots and PR: What Makes AI-for-Good Partnerships Work

  Vera Lummis, Angela Aristidou, Rob Reich

  Stanford HAI White paper (2026)

  PDF

• Implementing the Transparency in Frontier AI Act: Report for the California Department of Technology Multistakeholder Workshops

  Rob Reich, Deirdre K. Mulligan

  Stanford HAI Policy response (2026)

  PDF

• Agents, Alignment, and the Many Faces of Autonomy

  Roberta Fischli, Matija Franklin, Arianna Manzini, Iason Gabriel

  Minds and Machines 36(3): 34 (2026)

  PDF

• Architecting Trust in Artificial Epistemic Agents

  Nahema Marchal, Stephanie Chan, Matija Franklin, Manon Revel, Geoff Keeling, Roberta Fischli, Bilva Chandra, Iason Gabriel

  arXiv:2603.02960 (2026)

  PDF

• Empowering Digital Democracy

  Roberta Fischli, James Muldoon

  Perspectives on Politics 22(3): 819–835 (2024)

  PDF

• Data-Owning Democracy: Citizen Empowerment through Data Ownership

  Roberta Fischli

  European Journal of Political Theory 23(2): 204–223 (2024)

  PDF