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

All Work Published on Ethics, Equity, Inclusion

Inspiring Action: Identifying the Social Sector AI Opportunity Gap
Sarah Di Troia, Vanessa Parli, Juan Pava, Haifa Badi Uz Zaman, Kelly Fitzsimmons
Deep DiveFeb 08, 2024
Policy Publication
Cover for working paper that reveals the untapped potential for leveraging AI for mission-related impact.

This working paper reveals the untapped potential for leveraging AI for mission-related impact.

Inspiring Action: Identifying the Social Sector AI Opportunity Gap

Sarah Di Troia, Vanessa Parli, Juan Pava, Haifa Badi Uz Zaman, Kelly Fitzsimmons
Deep DiveFeb 08, 2024

This working paper reveals the untapped potential for leveraging AI for mission-related impact.

Education, Skills
Ethics, Equity, Inclusion
Cover for working paper that reveals the untapped potential for leveraging AI for mission-related impact.
Policy Publication
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
Walking the Walk of AI Ethics in Technology Companies
Sanna J. Ali, Angèle Christin, Andrew Smart, Riitta Katila
Quick ReadDec 07, 2023
Policy Brief

This brief presents one of the first empirical investigations into AI ethics on the ground in private technology companies.

Walking the Walk of AI Ethics in Technology Companies

Sanna J. Ali, Angèle Christin, Andrew Smart, Riitta Katila
Quick ReadDec 07, 2023

This brief presents one of the first empirical investigations into AI ethics on the ground in private technology companies.

Ethics, Equity, Inclusion
Industry, Innovation
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
Demographic Stereotypes in Text-to-Image Generation
Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan
Quick ReadNov 30, 2023
Policy Brief

This brief tests a variety of ordinary text prompts to examine how major text-to-image AI models encode a wide range of dangerous biases about demographic groups.

Demographic Stereotypes in Text-to-Image Generation

Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan
Quick ReadNov 30, 2023

This brief tests a variety of ordinary text prompts to examine how major text-to-image AI models encode a wide range of dangerous biases about demographic groups.

Generative AI
Foundation Models
Ethics, Equity, Inclusion
Policy Brief
How Do We Protect Children in the Age of AI?
Nikki Goth Itoi
Sep 08, 2025
News

Tools that enable teens to create deepfake nude images of each other are compromising child safety, and parents must get involved.

How Do We Protect Children in the Age of AI?

Nikki Goth Itoi
Sep 08, 2025

Tools that enable teens to create deepfake nude images of each other are compromising child safety, and parents must get involved.

Ethics, Equity, Inclusion
Privacy, Safety, Security
News
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