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Ethics, Equity, Inclusion | Stanford HAI
Back to Ethics, Equity, Inclusion

All Work Published on Ethics, Equity, Inclusion

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
Stanford HAI Artificial Intelligence Bill of Rights
Michele Elam, Rob Reich
Jan 01, 2022
Response to Request

Stanford scholars respond to a federal RFI regarding public and private sector uses of biometric technologies, proposing six principles for the responsible use of biometrics and AI.

Stanford HAI Artificial Intelligence Bill of Rights

Michele Elam, Rob Reich
Jan 01, 2022

Stanford scholars respond to a federal RFI regarding public and private sector uses of biometric technologies, proposing six principles for the responsible use of biometrics and AI.

Regulation, Policy, Governance
Ethics, Equity, Inclusion
Response to Request
Stanford Research Teams Receive New Hoffman-Yee Grant Funding for 2025
Nikki Goth Itoi
Dec 09, 2025
News

Five teams will use the funding to advance their work in biology, generative AI and creativity, policing, and more.

Stanford Research Teams Receive New Hoffman-Yee Grant Funding for 2025

Nikki Goth Itoi
Dec 09, 2025

Five teams will use the funding to advance their work in biology, generative AI and creativity, policing, and more.

Arts, Humanities
Ethics, Equity, Inclusion
Foundation Models
Generative AI
Healthcare
Sciences (Social, Health, Biological, Physical)
News
Risks of AI Race Detection in the Medical System
Matthew Lungren
Quick ReadDec 01, 2021
Policy Brief

This brief warns that AI systems that infer patients’ race in medical settings could deepen existing healthcare disparities.

Risks of AI Race Detection in the Medical System

Matthew Lungren
Quick ReadDec 01, 2021

This brief warns that AI systems that infer patients’ race in medical settings could deepen existing healthcare disparities.

Healthcare
Ethics, Equity, Inclusion
Policy Brief
How Congress Could Stifle The Onslaught Of AI-Generated Child Sexual Abuse Material
Tech Policy Press
Sep 25, 2025
Media Mention

HAI Policy Fellow Riana Pfefferkorn advises on ways in which the United States Congress could move the needle on model safety regarding AI-generated CSAM.


How Congress Could Stifle The Onslaught Of AI-Generated Child Sexual Abuse Material

Tech Policy Press
Sep 25, 2025

HAI Policy Fellow Riana Pfefferkorn advises on ways in which the United States Congress could move the needle on model safety regarding AI-generated CSAM.


Ethics, Equity, Inclusion
Privacy, Safety, Security
Regulation, Policy, Governance
Media Mention
Toward Fairness in Health Care Training Data
Amit Kaushal, Russ Altman, Curtis Langlotz
Quick ReadOct 01, 2020
Policy Brief
Toward Fairness in Health Care Training Data

This brief highlights the lack of geographic representation in medical-imaging AI training data and calls for nationwide, diversity-focused data-sharing initiatives.

Toward Fairness in Health Care Training Data

Amit Kaushal, Russ Altman, Curtis Langlotz
Quick ReadOct 01, 2020

This brief highlights the lack of geographic representation in medical-imaging AI training data and calls for nationwide, diversity-focused data-sharing initiatives.

Healthcare
Ethics, Equity, Inclusion
Toward Fairness in Health Care Training Data
Policy Brief
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