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As AI use grows, how can we safeguard privacy, security, and data protection for individuals and organizations?

Stanford students across disciplines are teaming up to tackle society’s pressing questions in the age of AI.

Stanford students across disciplines are teaming up to tackle society’s pressing questions in the age of AI.
A key promise of machine learning is the ability to assist users with personal tasks.
A key promise of machine learning is the ability to assist users with personal tasks.

This brief examines the privacy risks foundation models pose to individuals and society, and governance mechanisms needed to address them.

This brief examines the privacy risks foundation models pose to individuals and society, and governance mechanisms needed to address them.
"Countries pursue AI sovereignty with four main objectives in mind: cultural autonomy, national security, economic competitiveness, and regulatory oversight," says Juan N. Pava, Stanford HAI Research Fellow.
"Countries pursue AI sovereignty with four main objectives in mind: cultural autonomy, national security, economic competitiveness, and regulatory oversight," says Juan N. Pava, Stanford HAI Research Fellow.

In this testimony presented to the U.S. House Committee on Energy and Commerce’s Subcommittee on Oversights and Investigations hearing titled “Innovation with Integrity: Examining the Risks and Benefits of AI Chatbots,” Jen King shares insights on data privacy concerns connected with the use of chatbots. She highlights opportunities for congressional action to protect chatbot users from related harms.

In this testimony presented to the U.S. House Committee on Energy and Commerce’s Subcommittee on Oversights and Investigations hearing titled “Innovation with Integrity: Examining the Risks and Benefits of AI Chatbots,” Jen King shares insights on data privacy concerns connected with the use of chatbots. She highlights opportunities for congressional action to protect chatbot users from related harms.

An Amazon-backed fellowship will support 10 Stanford PhD students whose work explores everything from how we communicate to understanding disease and protecting our data.
An Amazon-backed fellowship will support 10 Stanford PhD students whose work explores everything from how we communicate to understanding disease and protecting our data.


This brief proposes a practical validation framework to help policymakers separate legitimate claims about AI systems from unsupported claims.
This brief proposes a practical validation framework to help policymakers separate legitimate claims about AI systems from unsupported claims.



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We need to rethink student assessment, AI literacy, and technology’s usefulness, according to experts at the recent AI+Education Summit.
We need to rethink student assessment, AI literacy, and technology’s usefulness, according to experts at the recent AI+Education Summit.
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This brief explores student misuse of AI-powered “nudify” apps to create child sexual abuse material and highlights gaps in school response and policy.
This brief explores student misuse of AI-powered “nudify” apps to create child sexual abuse material and highlights gaps in school response and policy.


A Stanford HAI workshop brought together experts to develop new evaluation methods that assess AI's hidden capabilities, not just its test-taking performance.
A Stanford HAI workshop brought together experts to develop new evaluation methods that assess AI's hidden capabilities, not just its test-taking performance.
