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Regulation, Policy, Governance

How policymakers can best regulate AI to balance innovation with public interests and human rights.

AI Policy Working Group

AI Policy Working Group

Regulation, Policy, Governance
California's Data And Privacy Laws Aren't Being Followed
Marketplace
Aug 25, 2026
Media Mention

The state's Delete Act was supposed to give Californians a one-stop-shop to request their online information be deleted. But only a minority of registered data brokers are abiding by those laws, says Jennifer King, privacy and data policy fellow at the Stanford University Institute for Human-Centered AI.

Media Mention
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California's Data And Privacy Laws Aren't Being Followed

Marketplace
Privacy, Safety, SecurityRegulation, Policy, GovernanceAug 25

The state's Delete Act was supposed to give Californians a one-stop-shop to request their online information be deleted. But only a minority of registered data brokers are abiding by those laws, says Jennifer King, privacy and data policy fellow at the Stanford University Institute for Human-Centered AI.

Utah's Experiment With AI-Driven Prescription Renewals
Michelle Mello
Quick ReadMar 19, 2026
Research
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In January 2026, Utah announced a first-of-its kind pilot program allowing an autonomous artificial intelligence (AI) agent to renew prescriptions for consumers who request it. The state agreed not to enforce its unprofessional conduct laws against the developer, Doctronic, if the company adheres to a contract that includes safety and privacy protections. The pilot program includes 192 drugs for chronic conditions. Although physicians will initially validate the AI’s actions, the pilot program will swiftly become one of the first deployments at scale of an autonomous, agentic system in medicine. The announcement prompted concern from associations of physicians and pharmacists who opined that AI “should NOT be making care decisions.”

Research
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Utah's Experiment With AI-Driven Prescription Renewals

Michelle Mello
HealthcareRegulation, Policy, GovernanceQuick ReadMar 19

In January 2026, Utah announced a first-of-its kind pilot program allowing an autonomous artificial intelligence (AI) agent to renew prescriptions for consumers who request it. The state agreed not to enforce its unprofessional conduct laws against the developer, Doctronic, if the company adheres to a contract that includes safety and privacy protections. The pilot program includes 192 drugs for chronic conditions. Although physicians will initially validate the AI’s actions, the pilot program will swiftly become one of the first deployments at scale of an autonomous, agentic system in medicine. The announcement prompted concern from associations of physicians and pharmacists who opined that AI “should NOT be making care decisions.”

Closed for the year
Policy Research Grants
Applications closed on May 1, 2026

We welcome proposals for research projects that tackle important challenges and opportunities in this space from either a technical or social science perspective, with findings that can generate policy insights and recommendations.

Closed for the year

Policy Research Grants

Applications closed on May 1, 2026

We welcome proposals for research projects that tackle important challenges and opportunities in this space from either a technical or social science perspective, with findings that can generate policy insights and recommendations.

Designing Loyalty: AI Agents and Conflicts of Interest
Ella Genasci Smith, Victor Y. Wu, Jennifer King
Quick ReadAug 25, 2026
Issue Brief

This brief examines the conflict-of-interest risks posed by AI agents and calls for imposing a duty of loyalty on developers and deployers.

Issue Brief

Designing Loyalty: AI Agents and Conflicts of Interest

Ella Genasci Smith, Victor Y. Wu, Jennifer King
Privacy, Safety, SecurityRegulation, Policy, GovernanceIndustry, InnovationQuick ReadAug 25

This brief examines the conflict-of-interest risks posed by AI agents and calls for imposing a duty of loyalty on developers and deployers.

Julian Nyarko
Person
Julian Nyarko headshot
Person
Julian Nyarko headshot

Julian Nyarko

Privacy, Safety, SecurityRegulation, Policy, GovernanceOct 05

All Work Published on Regulation, Policy, Governance

New Stanford Grants Tackle AI's Impact on Global Security and Geopolitics
Nikki Goth Itoi
Aug 10, 2026
News

Stanford HAI and the Hoover Institution’s Technology Policy Accelerator back projects examining AI's role in detecting nuclear proliferation, U.S.-China competition, and political influence.

New Stanford Grants Tackle AI's Impact on Global Security and Geopolitics

Nikki Goth Itoi
Aug 10, 2026

Stanford HAI and the Hoover Institution’s Technology Policy Accelerator back projects examining AI's role in detecting nuclear proliferation, U.S.-China competition, and political influence.

Democracy
International Affairs, International Security, International Development
Regulation, Policy, Governance
News
The AI Arms Race In Health Insurance Utilization Review: Promises Of Efficiency And Risks Of Supercharged Flaws
Michelle Mello, Artem Trotsyuk, Abdoul Jalil Djiberou Mahamadou, Danton Char
Quick ReadJan 06, 2026
Research
Your browser does not support the video tag.

Health insurers and health care provider organizations are increasingly using artificial intelligence (AI) tools in prior authorization and claims processes. AI offers many potential benefits, but its adoption has raised concerns about the role of the “humans in the loop,” users’ understanding of AI, opacity of algorithmic determinations, underperformance in certain tasks, automation bias, and unintended social consequences. To date, institutional governance by insurers and providers has not fully met the challenge of ensuring responsible use. However, several steps could be taken to help realize the benefits of AI use while minimizing risks. Drawing on empirical work on AI use and our own ethical assessments of provider-facing tools as part of the AI governance process at Stanford Health Care, we examine why utilization review has attracted so much AI innovation and why it is challenging to ensure responsible use of AI. We conclude with several steps that could be taken to help realize the benefits of AI use while minimizing risks.

The AI Arms Race In Health Insurance Utilization Review: Promises Of Efficiency And Risks Of Supercharged Flaws

Michelle Mello, Artem Trotsyuk, Abdoul Jalil Djiberou Mahamadou, Danton Char
Quick ReadJan 06, 2026

Health insurers and health care provider organizations are increasingly using artificial intelligence (AI) tools in prior authorization and claims processes. AI offers many potential benefits, but its adoption has raised concerns about the role of the “humans in the loop,” users’ understanding of AI, opacity of algorithmic determinations, underperformance in certain tasks, automation bias, and unintended social consequences. To date, institutional governance by insurers and providers has not fully met the challenge of ensuring responsible use. However, several steps could be taken to help realize the benefits of AI use while minimizing risks. Drawing on empirical work on AI use and our own ethical assessments of provider-facing tools as part of the AI governance process at Stanford Health Care, we examine why utilization review has attracted so much AI innovation and why it is challenging to ensure responsible use of AI. We conclude with several steps that could be taken to help realize the benefits of AI use while minimizing risks.

Healthcare
Regulation, Policy, Governance
Your browser does not support the video tag.
Research
Regulating Data Brokers in the Age of AI: A California Case Study
Anna-Maria Gueorguieva, Jennifer King, Apoorva Panidapu, Daniel E. Ho
Quick ReadAug 11, 2026
Policy Brief

This brief assesses data broker compliance with California privacy laws and calls for more stringent consumer protections.

Regulating Data Brokers in the Age of AI: A California Case Study

Anna-Maria Gueorguieva, Jennifer King, Apoorva Panidapu, Daniel E. Ho
Quick ReadAug 11, 2026

This brief assesses data broker compliance with California privacy laws and calls for more stringent consumer protections.

Privacy, Safety, Security
Regulation, Policy, Governance
Policy Brief
Daniel E. Ho
William Benjamin Scott and Luna M. Scott Professor of Law | Professor of Political Science | Professor of Computer Science (by courtesy) | Senior Fellow, Stanford Institute for Economic and Policy Research | Director of the Regulation, Evaluation, and Governance Lab (RegLab) | Associate Director, Stanford HAI
Person
Dan Ho headshot

Daniel E. Ho

William Benjamin Scott and Luna M. Scott Professor of Law | Professor of Political Science | Professor of Computer Science (by courtesy) | Senior Fellow, Stanford Institute for Economic and Policy Research | Director of the Regulation, Evaluation, and Governance Lab (RegLab) | Associate Director, Stanford HAI
Democracy
Government, Public Administration
Law Enforcement and Justice
Regulation, Policy, Governance
Dan Ho headshot
Person
Using AI to Increase Your Intelligence & Enrich Humanity | Dr. Fei-Fei Li
Huberman Lab
Aug 10, 2026
Media Mention

This conversation spans the evolution of AI, exploring the opportunities for AI to augment human capabilities, particularly in healthcare, education, and scientific discovery. Fei-Fei discusses the limits of today’s AI, the importance of preserving human agency, and why society, not just the technology industry, needs to play a role in shaping its future.

Using AI to Increase Your Intelligence & Enrich Humanity | Dr. Fei-Fei Li

Huberman Lab
Aug 10, 2026

This conversation spans the evolution of AI, exploring the opportunities for AI to augment human capabilities, particularly in healthcare, education, and scientific discovery. Fei-Fei discusses the limits of today’s AI, the importance of preserving human agency, and why society, not just the technology industry, needs to play a role in shaping its future.

Computer Vision
Human Reasoning
Regulation, Policy, Governance
Media Mention
AI, Health, and Health Care Today and Tomorrow: The JAMA Summit Report on Artificial Intelligence
Tina Hernandez-Boussard, Michelle Mello, Nigam Shah, Co-authored by 50+ experts
Deep DiveOct 13, 2025
Research
Your browser does not support the video tag.

AI, Health, and Health Care Today and Tomorrow: The JAMA Summit Report on Artificial Intelligence

Tina Hernandez-Boussard, Michelle Mello, Nigam Shah, Co-authored by 50+ experts
Deep DiveOct 13, 2025
Healthcare
Regulation, Policy, Governance
Your browser does not support the video tag.
Research
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