• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Now worth $200 million, Sarah Jessica Parker credits being ‘one of eight kids that struggled financially’ for her hunger, ambition, and work ethic

2

MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year

3

Amazon's record Prime Day masks a darker truth: Americans are spending more and getting less

1

Now worth $200 million, Sarah Jessica Parker credits being ‘one of eight kids that struggled financially’ for her hunger, ambition, and work ethic

2

MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year

3

Amazon's record Prime Day masks a darker truth: Americans are spending more and getting less
TechAI

AI pioneers Geoffrey Hinton and John Hopfield win Nobel Prize for physics

By
David Meyer
David Meyer
Down Arrow Button Icon
By
David Meyer
David Meyer
Down Arrow Button Icon
October 8, 2024, 8:55 AM ET
Updated October 10, 2024, 4:25 AM ET
British-Canadian cognitive psychologist and computer scientist Geoffrey Hinton, sometimes known as the 'godfather of AI'.
British-Canadian cognitive psychologist and computer scientist Geoffrey Hinton, sometimes known as the "godfather of AI."GEOFF ROBINS—AFP via Getty Images
Add Fortune on Google for similar content.

For the first time, a Nobel Prize has been awarded to pioneers in the field of artificial intelligence.

Geoffrey Hinton and John Hopfield were on Tuesday granted the honor of becoming Nobel laureates in physics, for their work on artificial neural networks over the last four decades. They will share the award of 11 million Swedish kronor ($1.06 million) that comes with the prize.

Hinton, 76, is by far the better-known of the two. Sometimes referred to as one of the “godfathers of AI” —along with Yoshua Bengio and Yann LeCun—Hinton dramatically quit Google last year, publicly warning of the near- and long-term risks of the technology he had helped to create. He said he regretted his life’s work, as AI is too easily misused; he believes it could increase inequality and perhaps even end up subjugating humanity.

Now he’s won the ultimate accolade for that work—one that is even more prestigious than the Turing Award that Hinton, Bengio, and LeCun shared in 2019.

Neither Hopfield nor Hinton were the first people to develop artificial neural networks or suggest that they might be a way to develop artificial intelligence.

But Hopfield, 91, helped lay the foundations for today’s AI with a 1982 paper describing a brain-inspired network that could store and recall patterns, with the ability to find the closest match to even partial inputs.

A few years later, Hinton and two other researchers (David Ackley and Terry Sejnowski) used the Hopfield network as the basis for their invention of the so-called Boltzmann machine—another network model architecture that can classify images and iterate on its training material, though the Boltzmann machine proved to be nowhere near as scalable as today’s machine-learning systems.

Hinton is perhaps better known today, however, for his work, along with David Rumelhart and Ronald Williams, on “gradient descent,” which is a method that allows large, multilayer neural networks to learn efficiently.

There is no Nobel prize category that clearly maps to the burgeoning AI sector—or indeed to computer science at all.

“I was very surprised to get it because I am not a physicist,” Hinton told Fortune. “It would be nice if there was a Nobel prize in computer science, but I imagine it would be pretty difficult to create one.”

Some have previously suggested that an AI scientist could win a Nobel through the application of their technology in a more established field such as chemistry or physics. But in this case, the Royal Swedish Academy of Sciences chose to play up both the physics-related origins and applications of Hinton and Hopfield’s work.

“The laureates’ work has already been of the greatest benefit. In physics we use artificial neural networks in a vast range of areas, such as developing new materials with specific properties,” said Ellen Moons, the chair of the Nobel physics committee.

It is certainly true that Hopfield and Hinton’s work drew on the field of statistical physics, along with others such as neurobiology and cognitive psychology. Hopfield was awarded the Boltzmann Medal for statistical physics just two years ago.

Nonetheless, some in the physics community are irked to see their Nobel go to machine-learning pioneers who were not working explicitly on fundamental physics research.

“Don’t want to minimize their achievements, but the link to physics is [tenuous] at best,” reads the most upvoted comment on the development in the physics subreddit. “There is already too much proper physics that still has to be rewarded over this.”

Update: This article was updated on Oct. 10 to include a quote from Hinton.

About the Author
By David Meyer
LinkedIn icon
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Tech

stock
InvestingMarkets
How one chip stock reversed the global tech selloff, exposed AI’s ‘memory tax’ and made the case for an entire valuation regime change
By Nick LichtenbergJune 25, 2026
3 hours ago
Larry Ellison quietly gave $45 million to a pro-Trump group—then Oracle landed a starring role in a $500 billion AI buildout
PoliticsLarry Ellison
Larry Ellison quietly gave $45 million to a pro-Trump group—then Oracle landed a starring role in a $500 billion AI buildout
By Sydney LakeJune 25, 2026
3 hours ago
Sundar Pichai
SuccessCareers
Google CEO tells graduates to stop obsessing over first jobs because ‘very few moments are make or break’ in life—a lesson he learned in Vegas
By Preston ForeJune 25, 2026
4 hours ago
Softbank CEO dismisses Elon Musk’s extraterrestrial data center idea in favor of maximizing Earth-side construction now: ‘He who strikes first wins’
AITech
Softbank CEO dismisses Elon Musk’s extraterrestrial data center idea in favor of maximizing Earth-side construction now: ‘He who strikes first wins’
By Marco Quiroz-GutierrezJune 25, 2026
4 hours ago
VivaTech entrance in Paris.
NewslettersEye on AI
Europe’s AI wake-up call: cybersecurity threats, sovereignty fears, and a growing demand for ROI dominated VivaTech
By Beatrice NolanJune 25, 2026
4 hours ago
Digital transformation technology strategy, IoT, internet of things. Businessman using smart phone with AI and Digital Icons design.
AICFO Daily
Top CFOs warn AI success depends on training employees, not just buying technology
By Sheryl EstradaJune 25, 2026
6 hours ago

Most Popular

Now worth $200 million, Sarah Jessica Parker credits being ‘one of eight kids that struggled financially’ for her hunger, ambition, and work ethic
Success
Now worth $200 million, Sarah Jessica Parker credits being ‘one of eight kids that struggled financially’ for her hunger, ambition, and work ethic
By Orianna Rosa RoyleJune 24, 2026
1 day ago
MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year
Success
MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year
By Sydney LakeJune 25, 2026
12 hours ago
Amazon's record Prime Day masks a darker truth: Americans are spending more and getting less
Retail
Amazon's record Prime Day masks a darker truth: Americans are spending more and getting less
By Nick LichtenbergJune 24, 2026
1 day ago
Ray Dalio just finished a 10-day trip to China. He says global leaders know America ‘doesn’t have what it takes to fight to maintain its empire’
Asia
Ray Dalio just finished a 10-day trip to China. He says global leaders know America ‘doesn’t have what it takes to fight to maintain its empire’
By Nick LichtenbergJune 24, 2026
1 day ago
After forcing workers back to the office, Goldman Sachs and JPMorgan Chase are now letting their staff work remotely—but only for the World Cup
Success
After forcing workers back to the office, Goldman Sachs and JPMorgan Chase are now letting their staff work remotely—but only for the World Cup
By Orianna Rosa RoyleJune 23, 2026
2 days ago
Ikea’s billionaire founder was so frugal that he bought clothes from flea markets and took free salt and pepper from restaurants
Success
Ikea’s billionaire founder was so frugal that he bought clothes from flea markets and took free salt and pepper from restaurants
By Orianna Rosa RoyleJune 25, 2026
12 hours ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.