Sony Pixel Power calrec Sony

AI Pioneers Win Nobel Prizes for Physics and Chemistry

10/12/2024

Artificial intelligence, once the realm of science fiction, claimed its place at the pinnacle of scientific achievement Monday in Sweden.

In a historic ceremony at Stockholm's iconic Konserthuset, John Hopfield and Geoffrey Hinton received the Nobel Prize in Physics for their pioneering work on neural networks - systems that mimic the brain's architecture and form the bedrock of modern AI.

Meanwhile, Demis Hassabis and John Jumper accepted the Nobel Prize in Chemistry for Google DeepMind's AlphaFold, a system that solved biology's impossible problem: predicting the structure of proteins, a feat with profound implications for medicine and biotechnology.

These achievements go beyond academic prestige. They mark the start of an era where GPU-powered AI systems tackle problems once deemed unsolvable, revolutionizing multitrillion-dollar industries from healthcare to finance.

Hopfield's Legacy and the Foundations of Neural Networks In the 1980s, Hopfield, a physicist with a knack for asking big questions, brought a new perspective to neural networks.

He introduced energy landscapes - borrowed from physics - to explain how neural networks solve problems by finding stable, low-energy states. His ideas, abstract yet elegant, laid the foundation for AI by showing how complex systems optimize themselves.

Fast forward to the early 2000s, when Geoffrey Hinton - a British cognitive psychologist with a penchant for radical ideas - picked up the baton. Hinton believed neural networks could revolutionize AI, but training these systems required enormous computational power.

In 1983, Hinton and Sejnowski built on Hopfield's work and invented the Boltzmann Machine which used stochastic binary neurons to jump out of local minima. They discovered an elegant and very simple learning procedure based on statistical mechanics which was an alternative to backpropagation.

In 2006 a simplified version of this learning procedure proved to be very effective at initializing deep neural networks before training them with backpropagation. However, training these systems still required enormous computational power.

AlphaFold: Biology's AI Revolution A decade after AlexNet, AI moved to biology. Hassabis and Jumper led the development of AlphaFold to solve a problem that had stumped scientists for years: predicting the shape of proteins.

Proteins are life's building blocks. Their shapes determine what they can do. Understanding these shapes is the key to fighting diseases and developing new medicines. But finding them was slow, costly and unreliable.

AlphaFold changed that. It used Hopfield's ideas and Hinton's networks to predict protein shapes with stunning accuracy. Powered by GPUs, it mapped almost every known protein. Now, scientists use AlphaFold to fight drug resistance, make better antibiotics and treat diseases once thought to be incurable.

What was once biology's Gordian knot has been untangled - by AI.

The GPU Factor: Enabling AI's Potential GPUs, the indispensable engines of modern AI, are at the heart of these achievements. Originally designed to make video games look good, GPUs were perfect for the massive parallel processing demands of neural networks.

NVIDIA GPUs, in particular, became the engine driving breakthroughs like AlexNet and AlphaFold. Their ability to process vast datasets with extraordinary speed allowed AI to tackle problems on a scale and complexity never before possible.

Redefining Science and Industry The Nobel-winning breakthroughs of 2024 aren't just rewriting textbooks - they're optimizing global supply chains, accelerating drug development and helping farmers adapt to changing climates.

Hopfield's energy-based optimization principles now inform AI-powered logistics systems. Hinton's architectures underpin self-driving cars and language models like ChatGPT. AlphaFold's success is inspiring AI-driven approaches to climate modeling, sustainable agriculture and even materials science.

The recognition of AI in physics and chemistry signals a shift in how we think about science. These tools are no longer confined to the digital realm. They're reshaping the physical and biological worlds.
LINK: https://blogs.nvidia.com/blog/ai-nobel-physics-chemistry/...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

07/10/2026

Dalet Flex LTS Delivers Smarter Media Operations from Ingest to Distribution

Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...

06/09/2026

Dolby and MagentaTV Bring Fans Closer to the FIFA World Cup 2026 in Germany with Dolby Vision and Dolby Atmos

June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...

19/08/2026

ABC Files First Amendment Lawsuit Against FCC

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Nielsen: Fox and NBCUniversal Score with FIFA World Cup 2026

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

ESPN Co-Founder Bill Rasmussen Dies At 93

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Study: NBA Ad Revenue Hit $2.1 Billion Last Season

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Nexstar's WNCN Donates ENG Van for Training

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Riedel Brings Professional Live Production Into the Class...

Riedel Communications today announced that Edith Cowan University (ECU) in Perth, Australia, implemented a comprehensive communications infrastructure that brin...

19/08/2026

QuickLink Showcases New 4K Capabilities Across StudioEdge...

QuickLink, a leading provider of award-winning video production and remote guest contribution solutions, will spotlight a major leap forward in remote guest con...

19/08/2026

EMAM together with PlayBox Neo and SNEWS launch combined...

Integrated platform melds media asset management, playout automation and newsroom workflows EMAM, PlayBox Neo and SNEWS have officially launched Nuvex, a conne...

19/08/2026

Screen Australia releases the Private Investment Toolkit to strengthen screen industry financing pathways

Screen Australia releases the Private Investment Toolkit to strengthen screen in...

19/08/2026

Do Aussies truly value local content? Unpacking Screen Currency 2026 with Deirdre Brennan

Do Aussies truly value local content? Unpacking Screen Currency 2026 with Deirdr...

18/08/2026

SportStream 2026 Virtual Event Set for September 15-17

SportStream 2026, a free three-day virtual event, will take place September 15-17. One registration provides access to all three days of live programming and on...

18/08/2026

IBC 2026: BeckTV to Debut BeckFlow Documentation Platform

BeckTV will introduce BeckFlow to the European market at IBC2026, demonstrated on the Providius stand (10.F53). BeckFlow is a web-based schematic documentation...

18/08/2026

IBC 2026: Boland Communications to Introduce ST 2110 Option for 4K Monitors

Boland Communications will introduce a SMPTE ST 2110 input option for its 4K monitors at IBC2026, along with a new 55-inch super-narrow bezel display for video ...

18/08/2026

Seattle Seahawks Integrate Dolby OptiView with Dolby Vision for Fan Streaming

Dolby Laboratories and the Seattle Seahawks have announced a partnership integrating Dolby OptiView into the Seahawks' live streaming coverage, making the S...

18/08/2026

Insights from BMG's Graham Taylor on the Role of a Sports Producer in Live Broadcast Production

For BMG Executive Producer of Sports Production, Graham Taylor, producing live s...

18/08/2026

TMRW Sports Names Rufus Hack as President of Golf

TMRW Sports has appointed Rufus Hack as President of Golf, a newly created role in which he will lead the company's golf businesses including TGL presented ...

18/08/2026

SMT To Deliver Race Technology for Freedom 250 IndyCar Broadcast

SMT will provide race technology for FOX Sports' coverage of the Freedom 250 Grand Prix of Washington, D.C. on August 23, when the NTT INDYCAR SERIES races ...

18/08/2026

HMA's Creator Collective Pairs Digital Creators, Beat Writers in New Model for Local-Sports Coverage

The live, YouTube-native roundtables combine fan voices, credentialed reporters,...

18/08/2026

Behind The Mic: FOX Sports Shares Broadcast Lineup for 2026 NFL Season and College Football Season

Behind The Mic provides a roundup of recent news regarding on-air talent, includ...

18/08/2026

Miami Heats Ed Filomia on Rebuilding Kaseya Centers Video Infrastructure and 29 Years With the Heat

The industry legend sounds off on replacing the Heat's iconic Medusa score...

18/08/2026

Bill Rasmussen, ESPN Founder and Sports Broadcasting Hall of Famer, Dies at 93

William F. Rasmussen, the sports fan-turned broadcaster and entrepreneur whose out-of-the-box idea of a 24-hour cable sports network, ESPN, changed forever the ...

18/08/2026

DAZN Completes Acquisition of ViewLift

DAZN Group has completed its acquisition of ViewLift, a provider of streaming and digital solutions for sports content owners. The acquisition was first announc...

18/08/2026

American Association of Professional Baseball Adds SI TV as Broadcast Partner

The American Association of Professional Baseball (AAPB) has added SI TV, Sports Illustrated's 24/7 streaming channel, as a broadcast partner for the remain...

18/08/2026

Esports Foundation Postpones Inaugural Esports Nations Cup to November 2027

The Esports Foundation has announced that the inaugural Esports Nations Cup (ENC), originally scheduled for November 2026 in Riyadh, will be postponed to Novemb...

18/08/2026

Diversified Launches Global Managed Services Practice

Diversified has announced a new Global Managed Services Practice, consolidating the company's managed services capabilities into one organization. Rob Mello...

18/08/2026

Appear Completes REMI Proof of Concept with Thoroughbred Racing Productions

Appear has completed a proof of concept with Thoroughbred Racing Productions (TRP), demonstrating multi-camera remote live production over bonded 5G cellular an...

18/08/2026

IBC 2026: Riedel Implements Live Production Infrastructure at Edith Cowan University

Riedel Communications has announced that Edith Cowan University (ECU) in Perth, ...

18/08/2026

Panoramic from Panorama Labs

Company launch with stereo-imaging tool Panoramic is the debut release from Panorama Labs, a new company formed by mastering engineer Nicholas Di Lorenzo. C...

18/08/2026

Focusrite extend Control 2 support

Control software now available for older interfaces Focusrite have just announced the launch of an update that extends Control 2 software support their Scar...

18/08/2026

Call for the 20th Annual South African Film and Television Awards (SAFTAs20) Jury

The National Film and Video Foundation (NFVF), an agency of the Department of Sp...

18/08/2026

Corridor Television Pays $27,000 for Violating FCCs EAS Rules

Share Copy link Facebook X Linkedin Bluesky Email...

18/08/2026

Disney's ABC Files First Amendment Lawsuit Against the FCC

Share Copy link Facebook X Linkedin Bluesky Email...

18/08/2026

Lightware Integrates with SpectralBot to Accelerate AV Tr...

Lightware announces an integration with SpectralBot that helps system integrators and AV operators troubleshoot faster using augmented reality (AR), AI-assisted...

18/08/2026

Command Frame for After Effects

Command Frame for After Effects Scott Black August 18, 2026 0 Comments Free download, demonstrations, hands-on tests, and creator resources Want to t...

18/08/2026

Dot Group to show how cutting carbon cuts cost - live at...

At Stand 14.A57, the data company will demonstrate GreenDot and IBM Aspera together, giving media and entertainment businesses real-time visibility of what thei...

18/08/2026

Blue Lucy launches Connected Value Audit

New tool provides a robust audit of operational workflows, calculating the tangible value each delivers today, and informing business decisions for tomorrow. W...

18/08/2026

Media Utilities transitions to Media Utilities - a DigiNe...

Media Utilities is integrating its activities into DigiNet and will maintain a recognisable presence in the market under the name: Media Utilities, a DigiNet br...

18/08/2026

Appear demonstrates broadcast-grade REMI production over...

Proof of Concept validates reliable multi-camera live production from remote racecourses without fixed network infrastructure Appear ASA (Appear, OSE:APR), a g...

18/08/2026

Stingr brings frictionless second-screen interaction to I...

Stingr, a new venture from the founders of Hornets Tech, is bringing its second-screen interaction platform to IBC2026. The second screen has never really wor...

18/08/2026

Hiltron to Promote its Latest Generation Satellite Commun...

Long-established satellite equipment manufacturer and systems integrator Hiltron Communications will promote its new HACUX-IDU2 antenna control unit touchscreen...

18/08/2026

EMAM, PlayBox Neo and SNEWS Launch Combined Nuvex System

EMAM, PlayBox Neo and SNEWS Launch Combined Nuvex System Brie Clayton August 17, 2026 0 Comments Integrated platform melds media asset management, pla...

18/08/2026

The United Stand Scales Live Fan Show with Blackmagic Design Workflow

The United Stand Scales Live Fan Show with Blackmagic Design Workflow Brie Clayton August 17, 2026 0 Comments ATEM Constellation 8K and HyperDeck Stud...

18/08/2026

Twin Cities PBS to Become Minnesota PBS

Share Copy link Facebook X Linkedin Bluesky Email...

18/08/2026

MPA, ByteDance Reach AI Copyright Protection Deal

Share Copy link Facebook X Linkedin Bluesky Email...

18/08/2026

DirecTV to Launch Curated Multiview for Live Sports

Share Copy link Facebook X Linkedin Bluesky Email...

18/08/2026

Sinclair Taps Carol Kellum to Head Nebraska Stations

Share Copy link Facebook X Linkedin Bluesky Email...

18/08/2026

Corridor Television Pays $27,000 for Violations of FCCs EAS Rules

Share Copy link Facebook X Linkedin Bluesky Email...