Why 'Zero-Shot' Clinical Predictions Are Risky
These models generate plausible timelines from historical patterns; without calibration and auditing, their “probabilities” may not reflect reality.
These models generate plausible timelines from historical patterns; without calibration and auditing, their “probabilities” may not reflect reality.
HAI Co-Director James Landay and HAI Senior Fellow Erik Brynjolfsson discuss the impacts of AI in 2025 and the future of AI in 2026.
HAI Co-Director James Landay and HAI Senior Fellow Erik Brynjolfsson discuss the impacts of AI in 2025 and the future of AI in 2026.
As AI-hallucinated case citations flood the courts, judges have increased fines for attorneys who have cited fake cases. HAI Policy Fellow Riana Pfefferkorn hopes this will "make the firm sit up and pay better attention."
As AI-hallucinated case citations flood the courts, judges have increased fines for attorneys who have cited fake cases. HAI Policy Fellow Riana Pfefferkorn hopes this will "make the firm sit up and pay better attention."
Shana Lynch, HAI Head of Content and Associate Director of Communications, pointed out the "'era of AI evangelism is giving way to an era of AI evaluation,'" in her AI predictions piece, where she interviewed several Stanford AI experts on their insights for AI impacts in 2026.
Shana Lynch, HAI Head of Content and Associate Director of Communications, pointed out the "'era of AI evangelism is giving way to an era of AI evaluation,'" in her AI predictions piece, where she interviewed several Stanford AI experts on their insights for AI impacts in 2026.
Erik Brynjolfsson, HAI Senior Fellow and Director of the Stanford Digital Economy Lab, advocates for humans as an end and not just a means to an end, emphasizing augmentation of human tasks for true economic gains.
Erik Brynjolfsson, HAI Senior Fellow and Director of the Stanford Digital Economy Lab, advocates for humans as an end and not just a means to an end, emphasizing augmentation of human tasks for true economic gains.
Readers wanted to know if their therapy chatbot could be trusted, whether their boss was automating the wrong job, and if their private conversations were training tomorrow's models.
Readers wanted to know if their therapy chatbot could be trusted, whether their boss was automating the wrong job, and if their private conversations were training tomorrow's models.
The era of AI evangelism is giving way to evaluation. Stanford faculty see a coming year defined by rigor, transparency, and a long-overdue focus on actual utility over speculative promise.
The era of AI evangelism is giving way to evaluation. Stanford faculty see a coming year defined by rigor, transparency, and a long-overdue focus on actual utility over speculative promise.
"This is AI’s next frontier, and why 2025 was such a pivotal year," writes HAI Co-Director Fei-Fei Li.
"This is AI’s next frontier, and why 2025 was such a pivotal year," writes HAI Co-Director Fei-Fei Li.
Vital Set Of Policy Recommendations For Stridently Dealing With AI That Provides Mental Health Advice
Forbes Columnist Lance Elliot describes Stanford HAI's recent response to the FDA’s RFC, which focused on policy recommendations for mental health and AI.
Forbes Columnist Lance Elliot describes Stanford HAI's recent response to the FDA’s RFC, which focused on policy recommendations for mental health and AI.
HAI founding co-director Fei-Fei Li has been named one of TIME's 2025 Persons of the Year. From ImageNet to her advocacy for human-centered AI, Dr. Li has been a guiding light in the field.
HAI founding co-director Fei-Fei Li has been named one of TIME's 2025 Persons of the Year. From ImageNet to her advocacy for human-centered AI, Dr. Li has been a guiding light in the field.