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Back to Foundation Models

All Work Published on Foundation Models

Holistic Evaluation of Large Language Models for Medical Applications
Nigam Shah, Mike Pfeffer, Percy Liang
Feb 28, 2025
News

Medical and AI experts build a benchmark for evaluation of LLMs grounded in real-world healthcare needs.

Holistic Evaluation of Large Language Models for Medical Applications

Nigam Shah, Mike Pfeffer, Percy Liang
Feb 28, 2025

Medical and AI experts build a benchmark for evaluation of LLMs grounded in real-world healthcare needs.

Healthcare
Foundation Models
News
Improving Transparency in AI Language Models: A Holistic Evaluation
Rishi Bommasani, Daniel Zhang, Tony Lee, Percy Liang
Quick ReadFeb 28, 2023
Issue Brief

This brief introduces Holistic Evaluation of Language Models (HELM) as a framework to evaluate commercial application of AI use cases.

Improving Transparency in AI Language Models: A Holistic Evaluation

Rishi Bommasani, Daniel Zhang, Tony Lee, Percy Liang
Quick ReadFeb 28, 2023

This brief introduces Holistic Evaluation of Language Models (HELM) as a framework to evaluate commercial application of AI use cases.

Machine Learning
Foundation Models
Issue Brief
Stanford Researchers Say AI Models Are Often Too Racially Color-Blind
TechBrew
Feb 14, 2025
Media Mention

Stanford HAI researchers develop a new benchmark suite aimed to test difference awareness in AI models. 

Stanford Researchers Say AI Models Are Often Too Racially Color-Blind

TechBrew
Feb 14, 2025

Stanford HAI researchers develop a new benchmark suite aimed to test difference awareness in AI models. 

Foundation Models
Media Mention
Brief Definitions of Key Terms in AI
Stanford HAI
Apr 01, 2022
Explainer

This explainer provides brief definitions for key terms associated with artificial intelligence, ranging from autonomous systems to deep learning and foundation models.

Brief Definitions of Key Terms in AI

Stanford HAI
Apr 01, 2022

This explainer provides brief definitions for key terms associated with artificial intelligence, ranging from autonomous systems to deep learning and foundation models.

Machine Learning
Foundation Models
Explainer
Big Tech Fails Transparency Test: Gary Marcus On What We Should Demand of AI
Big Think
Feb 04, 2025
Media Mention

A team of researchers from Stanford HAI, MIT, and Princeton created the Foundation Model Transparency Index, which rated the transparency of 10 AI companies; each one received a failing grade.

Big Tech Fails Transparency Test: Gary Marcus On What We Should Demand of AI

Big Think
Feb 04, 2025

A team of researchers from Stanford HAI, MIT, and Princeton created the Foundation Model Transparency Index, which rated the transparency of 10 AI companies; each one received a failing grade.

Foundation Models
Media Mention
Large Language Models Just Want To Be Liked
Jan 13, 2025
News

When LLMs take surveys on personality traits, they, like people, exhibit a desire to appear likable. 

Large Language Models Just Want To Be Liked

Jan 13, 2025

When LLMs take surveys on personality traits, they, like people, exhibit a desire to appear likable. 

Natural Language Processing
Foundation Models
Generative AI
News
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