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Back to Ethics, Equity, Inclusion

All Work Published on Ethics, Equity, Inclusion

Response to NSF’s Request for Information on Research Ethics
Quinn Waeiss, Raio Huang, Betsy Arlene Rajala, Michael S. Bernstein, Margaret Levi, David Magnus, Debra Satz
Nov 22, 2024
Response to Request

Stanford scholars respond to a federal RFI related to research ethics, sharing lessons from their experience operating an ethical reflection process for research grants.

Response to NSF’s Request for Information on Research Ethics

Quinn Waeiss, Raio Huang, Betsy Arlene Rajala, Michael S. Bernstein, Margaret Levi, David Magnus, Debra Satz
Nov 22, 2024

Stanford scholars respond to a federal RFI related to research ethics, sharing lessons from their experience operating an ethical reflection process for research grants.

Ethics, Equity, Inclusion
Sciences (Social, Health, Biological, Physical)
Response to Request
Translating Centralized AI Principles Into Localized Practice
Dylan Walsh
Jan 13, 2026
News
Pedestrians walk by a Louis Vuitton store

Scholars develop a framework in collaboration with luxury goods multinational LVMH that lays out how large companies can flexibly deploy principles on the responsible use of AI across business units worldwide.

Translating Centralized AI Principles Into Localized Practice

Dylan Walsh
Jan 13, 2026

Scholars develop a framework in collaboration with luxury goods multinational LVMH that lays out how large companies can flexibly deploy principles on the responsible use of AI across business units worldwide.

Ethics, Equity, Inclusion
Regulation, Policy, Governance
Pedestrians walk by a Louis Vuitton store
News
The Complexities of Race Adjustment in Health Algorithms
Marika Cusick, Glenn Chertow, Douglas Owens, Michelle Williams, Sherri Rose
Quick ReadSep 26, 2024
Policy Brief

This policy brief explores the complexities of accounting for race in clinical algorithms for evaluating kidney disease and the implications for tackling deep-seated health inequities.

The Complexities of Race Adjustment in Health Algorithms

Marika Cusick, Glenn Chertow, Douglas Owens, Michelle Williams, Sherri Rose
Quick ReadSep 26, 2024

This policy brief explores the complexities of accounting for race in clinical algorithms for evaluating kidney disease and the implications for tackling deep-seated health inequities.

Healthcare
Ethics, Equity, Inclusion
Policy Brief
Stanford AI Experts Predict What Will Happen in 2026
Shana Lynch
Dec 15, 2025
News

The era of AI evangelism is giving way to evaluation. Stanford faculty see a coming year defined by rigor, transparency, and a long-overdue focus on actual utility over speculative promise.

Stanford AI Experts Predict What Will Happen in 2026

Shana Lynch
Dec 15, 2025

The era of AI evangelism is giving way to evaluation. Stanford faculty see a coming year defined by rigor, transparency, and a long-overdue focus on actual utility over speculative promise.

Economy, Markets
Ethics, Equity, Inclusion
Foundation Models
Generative AI
Healthcare
Industry, Innovation
International Affairs, International Security, International Development
News
Exploring the Impact of AI on Black Americans: Considerations for the Congressional Black Caucus’s Policy Initiatives
Nina Dewi Toft Djanegara, Daniel Zhang, Haifa Badi Uz Zaman, Caroline Meinhardt, Gelyn Watkins, Ezinne Nwankwo, Russell Wald, Rohini Kosoglu, Sanmi Koyejo, Michele Elam
Deep DiveMar 01, 2024
White Paper

This white paper presents considerations for the Congressional Black Caucus’s policy initiatives by highlighting where AI holds the potential to deepen racial inequalities and where it can benefit Black communities.

Exploring the Impact of AI on Black Americans: Considerations for the Congressional Black Caucus’s Policy Initiatives

Nina Dewi Toft Djanegara, Daniel Zhang, Haifa Badi Uz Zaman, Caroline Meinhardt, Gelyn Watkins, Ezinne Nwankwo, Russell Wald, Rohini Kosoglu, Sanmi Koyejo, Michele Elam
Deep DiveMar 01, 2024

This white paper presents considerations for the Congressional Black Caucus’s policy initiatives by highlighting where AI holds the potential to deepen racial inequalities and where it can benefit Black communities.

Ethics, Equity, Inclusion
Regulation, Policy, Governance
White Paper
How Natural Disasters Exacerbate Inequity
Katharine Miller
Dec 10, 2025
News

Using AI to analyze Google Street View images of damaged buildings across 16 states, Stanford researchers found that destroyed buildings in poor areas often remained empty lots for years, while those in wealthy areas were rebuilt bigger and better than before.

How Natural Disasters Exacerbate Inequity

Katharine Miller
Dec 10, 2025

Using AI to analyze Google Street View images of damaged buildings across 16 states, Stanford researchers found that destroyed buildings in poor areas often remained empty lots for years, while those in wealthy areas were rebuilt bigger and better than before.

Computer Vision
Economy, Markets
Ethics, Equity, Inclusion
News
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