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Inside the AI Index: 12 Takeaways from the 2026 Report

The annual report reveals a field hitting breakthrough capabilities while raising urgent questions about environmental costs, transparency, and who benefits from the technology.

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HAI Mentioned in the News

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Media Mention
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May 08
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Apr 28
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Inside the AI Index: 12 Takeaways from the 2026 Report

headshot
Shana Lynch
Economy, MarketsEducation, SkillsEnergy, EnvironmentEthics, Equity, InclusionFinance, BusinessGenerative AIHealthcareRegulation, Policy, GovernanceWorkforce, LaborSciences (Social, Health, Biological, Physical)RoboticsApr 13

The annual report reveals a field hitting breakthrough capabilities while raising urgent questions about environmental costs, transparency, and who benefits from the technology.

News
Digital image symbolizing neural nets

New Approach to Scaling Laws Could Change How AI Models Are Trained

Andrew Myers
Natural Language ProcessingGenerative AIMay 21

Leveraging statistical concepts from measurement science and education, AI researchers have greatly reduced the computational demand of predicting how the largest of large language models will scale up in the future. It could save millions of dollars in training costs.

News

Stanford HAI Launches AI and Organizations Lab to Study Science of AI in the Workplace

Shana Lynch
Industry, InnovationWorkforce, LaborMay 13

The new center will examine AI's real-world impacts on jobs, teams, and organizational performance.

News

Researchers Worldwide Compete to Shape the Future of AI in Organizations

Nikki Goth Itoi
Workforce, LaborIndustry, InnovationMay 12

More than 200 academic teams submitted proposals to the AI for Organizations Grand Challenge, exploring how artificial intelligence will transform teamwork and collaboration.

News

Why Stanford Is Restructuring For AI’s Next Era

headshot
Shana Lynch
Education, SkillsMay 04

As artificial intelligence transforms society, Stanford HAI’s James Landay, Fei-Fei Li, and John Hennessy explain why they’re merging HAI with the Stanford Data Science initiative, mobilizing “team science at scale,” and betting that academic openness will shape AI’s future.

Stanford Merges AI and Data Science Efforts Under Single Institute
Stanford Staff
May 04
News

The combined institute will retain the Stanford HAI name and be helmed by computer scientist James Landay. Co-founder Fei-Fei Li takes on a new university-wide role as Special Advisor on AI and joins John Hennessy as co-chair of the advisory council.

Collaborative Coding, Better Scaling, Health Tracking: HAI Awards $2.17M to Innovative Research
Nikki Goth Itoi
Apr 29
Announcement
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Seed grants will fund 29 research teams pursuing novel research ideas across disciplines.

An AI Health Coach Could Change Your Mindset
Katharine Miller
Apr 23
News
A runner with a smartphone laces her shoes

Bloom, a health coaching app created by Stanford researchers, helps people tap into their own motivations.

Using LLMs To Improve Workplace Social Skills
Katharine Miller
Apr 20
News
A woman takes notes while working on a tablet

Practicing specific social skills with AI chatbots helps users build confidence and competence.

AI’s ‘Delusional Spirals’ (and What to Do About Them)
Andrew Myers
Apr 20
News

In a world where chatbots can stand in for friends, counselors, and even lovers, the mental health risks are a growing concern.

Who Decides How America Uses AI in War?
Curtis Langlotz, Amy Zegart, Michele Elam, Jennifer King, Russ Altman
Mar 30
News
image of drones connected by digital net

As artificial intelligence becomes central to national security, experts grapple with a technology that remains unpredictable, unregulated, and increasingly powerful.