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

Trendingnow

1

Gen Z fled San Francisco for Texas and Florida. Now they’re turning ‘welcomer cities’ into the next big tech towns

2

Anthropic disables Fable and Mythos AI models after U.S. government bars it from giving foreigners access

3

Corporate America has been draining the world's water. Matt Damon's new campaign calls on Gap, Starbucks, and Amazon to help give it back

1

Gen Z fled San Francisco for Texas and Florida. Now they’re turning ‘welcomer cities’ into the next big tech towns

2

Anthropic disables Fable and Mythos AI models after U.S. government bars it from giving foreigners access

3

Corporate America has been draining the world's water. Matt Damon's new campaign calls on Gap, Starbucks, and Amazon to help give it back
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

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

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

You can ignore AI giants like SpaceX, but your 401(k) won’t
Investingindex funds
You can ignore AI giants like SpaceX, but your 401(k) won’t
By Stan Choe and The Associated PressJune 13, 2026
2 hours ago
OpenAI hit with multistate probe into possible user harm, days after filing for a highly anticipated IPO
AIOpenAI
OpenAI hit with multistate probe into possible user harm, days after filing for a highly anticipated IPO
By Bernard Condon and The Associated PressJune 13, 2026
2 hours ago
‘It’s not a jailbreak’ — Research leading to U.S. export restrictions on top Anthropic models was for defense, cybersecurity CEO says
AIAnthropic
‘It’s not a jailbreak’ — Research leading to U.S. export restrictions on top Anthropic models was for defense, cybersecurity CEO says
By Jason MaJune 13, 2026
6 hours ago
More and more of Musk’s companies end up under the same roof. Here’s a look at his sprawling empire
C-SuiteElon Musk
More and more of Musk’s companies end up under the same roof. Here’s a look at his sprawling empire
By The Associated PressJune 13, 2026
9 hours ago
herrin
CommentaryInfrastructure
America just committed $1.2 trillion to fix its infrastructure. We’re still flying blind
By Gregg HerrinJune 13, 2026
13 hours ago
Melinda French Gates’ advice to new IPO millionaires: ‘Give half your money away’
Startups & VentureMost Powerful Women
Melinda French Gates’ advice to new IPO millionaires: ‘Give half your money away’
By Emma HinchliffeJune 13, 2026
13 hours ago

Most Popular

Gen Z fled San Francisco for Texas and Florida. Now they’re turning ‘welcomer cities’ into the next big tech towns
Real Estate
Gen Z fled San Francisco for Texas and Florida. Now they’re turning ‘welcomer cities’ into the next big tech towns
By Sydney LakeJune 13, 2026
14 hours ago
Anthropic disables Fable and Mythos AI models after U.S. government bars it from giving foreigners access
AI
Anthropic disables Fable and Mythos AI models after U.S. government bars it from giving foreigners access
By Jeremy KahnJune 13, 2026
19 hours ago
Corporate America has been draining the world's water. Matt Damon's new campaign calls on Gap, Starbucks, and Amazon to help give it back
Environment
Corporate America has been draining the world's water. Matt Damon's new campaign calls on Gap, Starbucks, and Amazon to help give it back
By Catherina GioinoJune 9, 2026
4 days ago
Current price of oil as of June 12, 2026
Personal Finance
Current price of oil as of June 12, 2026
By Joseph HostetlerJune 12, 2026
1 day ago
U.S. energy secretary says 7 million barrels of oil exiting Persian Gulf daily, but Chevron CEO rebuts the claim
Energy
U.S. energy secretary says 7 million barrels of oil exiting Persian Gulf daily, but Chevron CEO rebuts the claim
By Jordan BlumJune 12, 2026
1 day ago
American taxpayers have spent $33 billion on sports stadiums. They got fewer seats—and higher prices
Success
American taxpayers have spent $33 billion on sports stadiums. They got fewer seats—and higher prices
By Catherina GioinoJune 11, 2026
2 days 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.