Of GTC's 900+ sessions, the most wildly popular was a conversation hosted by NVIDIA founder and CEO Jensen Huang with seven of the authors of the legendary research paper that introduced the aptly named transformer - a neural network architecture that went on to change the deep learning landscape and enable today's era of generative AI.
Everything that we're enjoying today can be traced back to that moment, Huang said to a packed room with hundreds of attendees, who heard him speak with the authors of Attention Is All You Need.
Sharing the stage for the first time, the research luminaries reflected on the factors that led to their original paper, which has been cited more than 100,000 times since it was first published and presented at the NeurIPS AI conference. They also discussed their latest projects and offered insights into future directions for the field of generative AI.
While they started as Google researchers, the collaborators are now spread across the industry, most as founders of their own AI companies.
We have a whole industry that is grateful for the work that you guys did, Huang said.
From L to R: Lukasz Kaiser, Noam Shazeer, Aidan Gomez, Jensen Huang, Llion Jones, Jakob Uszkoreit, Ashish Vaswani and Illia Polosukhin. Origins of the Transformer Model The research team initially sought to overcome the limitations of recurrent neural networks, or RNNs, which were then the state of the art for processing language data.
Noam Shazeer, cofounder and CEO of Character.AI, compared RNNs to the steam engine and transformers to the improved efficiency of internal combustion.
We could have done the industrial revolution on the steam engine, but it would just have been a pain, he said. Things went way, way better with internal combustion.
Now we're just waiting for the fusion, quipped Illia Polosukhin, cofounder of blockchain company NEAR Protocol.
The paper's title came from a realization that attention mechanisms - an element of neural networks that enable them to determine the relationship between different parts of input data - were the most critical component of their model's performance.
We had very recently started throwing bits of the model away, just to see how much worse it would get. And to our surprise it started getting better, said Llion Jones, cofounder and chief technology officer at Sakana AI.
Having a name as general as transformers spoke to the team's ambitions to build AI models that could process and transform every data type - including text, images, audio, tensors and biological data.
That North Star, it was there on day zero, and so it's been really exciting and gratifying to watch that come to fruition, said Aidan Gomez, cofounder and CEO of Cohere. We're actually seeing it happen now.
Packed house at the San Jose Convention Center. Envisioning the Road Ahead Adaptive computation, where a model adjusts how much computing power is used based on the complexity of a given problem, is a key factor the researchers see improving in future AI models.
It's really about spending the right amount of effort and ultimately energy on a given problem, said Jakob Uszkoreit, cofounder and CEO of biological software company Inceptive. You don't want to spend too much on a problem that's easy or too little on a problem that's hard.
A math problem like two plus two, for example, shouldn't be run through a trillion-parameter transformer model - it should run on a basic calculator, the group agreed.
They're also looking forward to the next generation of AI models.
I think the world needs something better than the transformer, said Gomez. I think all of us here hope it gets succeeded by something that will carry us to a new plateau of performance.
You don't want to miss these next 10 years, Huang said. Unbelievable new capabilities will be invented.
The conversation concluded with Huang presenting each researcher with a framed cover plate of the NVIDIA DGX-1 AI supercomputer, signed with the message, You transformed the world.
Jensen presents lead author Ashish Vaswani with a signed DGX-1 cover. There's still time to catch the session replay by registering for a virtual GTC pass - it's free.
To discover the latest in generative AI, watch Huang's GTC keynote address:
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
18/05/2026
Despite a bumpy start to the year, the provider of event-production support and ...
18/05/2026
Daktronics has partnered with the University of North Carolina to manufacture and install 11 LED displays totaling more than 10,000 square feet and more than 14...
18/05/2026
CBS LA has announced a multi-year partnership with the Los Angeles Rams, covering exclusive local broadcasts of Rams preseason games, weekly year-round programm...
18/05/2026
Skyline Communications has announced an integration between its DataMiner xOps p...
18/05/2026
eCLUTCH, the hybrid esports platform powered by iKOMG, has announced an expansion of its distribution across Europe, MENA, Africa, and Asia, along with new cont...
18/05/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
18/05/2026
With 22 games this season, the production team looks forward to tweaking and enhancing the coverage
After 8,660 days off the air, the WNBA returned to NBC yest...
18/05/2026
(L-R) Midori Francis and Natalie Erika James attend the Saccharine premiere during the 2026 Sundance Film Festival at The Ray Theatre on January 22, 2026, in ...
18/05/2026
Last night, the Spotify Podcast Awards in Mexico returned to the country's capital. Now in its second year, the evening honors creators whose voices are hel...
18/05/2026
ZEN-Core synth goes mobile
Roland's powerful ZEN-Core software synthesizer has just been introduced to the iPad, offering a convenient entry point into ...
18/05/2026
Versatile new limiter plug-in announced
Based in Sheffield, UK, fedDSP offer a range of plug-ins that span the music production, live sound and high-end med...
18/05/2026
A new use for convolution?
Viiri Audio's debut plug-in aims to do something a little different with convolution processing, allowing users to adjust all...
18/05/2026
Delta Goodrem shines for SBS as more than 3.27 million Australians tune in for E...
18/05/2026
The Australian Defence Force uses L3Harris T4 and T7 robots for explosive ordnan...
18/05/2026
Continued investment across Europe and Germany is expanding local teams and improving access to stock, regional expertise, and specialist broadcast support.
CV...
18/05/2026
18 May 2026
Dubai and New York, May 18, 2026 - VEON Ltd. (NASDAQ: VEON), a glob...
18/05/2026
Monday 18 May 2026
Sky News offers ad-free podcasts and bonus episodes for just...
18/05/2026
Comscore March 2026 Consumer AI Chatbot Usage Rankings Show Claude Gaining Share OpenAI's ChatGPT maintains lead while Anthropic's Claude continues to c...
17/05/2026
Delta Goodrem's Eurovision Eclipse marks end of a stellar run
17 May, 2026
Media releases
Bulgaria wins Eurovision 2026
Relive every spellbinding mome...
17/05/2026
Back to All News
Oasis Premieres on Netflix June 19
Entertainment
17 May 2026
GlobalSpain
Link copied to clipboard
Summer, sunshine, the beach, parties. T...
16/05/2026
Helps to deliver a clean, balanced midrange
Developed alongside Newfangled Audio, the latest plug-in in Eventide's software collection has been designed...
16/05/2026
Brings onboard stem rendering to RANE System One
Engine DJ have just released Engine DJ 5.0, a free update for their Engine DJ OS embedded hardware and Engi...
16/05/2026
Boris FX Continuum Pairs AI Precision and Advanced Creative Controls
Jessie Electa Petrov May 16, 2026
0 Comments
The 2026.5 release adds automatic de...
16/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
15/05/2026
Seattle Sounders FC and Seattle Reign FC, in partnership with RAVE Foundation an...
15/05/2026
Dan Brumm has served as sound designer on Bluey, the Australian children's t...
15/05/2026
The Professional Audio Manufacturers Alliance (PAMA) and Shure Incorporated are accepting applications for the 6th annual Mark Brunner Professional Audio Schola...
15/05/2026
Netflix has announced an expanded NFL schedule for 2026 and beyond under a four-year partnership extension with the NFL through the 2029-30 season. Each season,...
15/05/2026
Ateme is supporting TVRI (Televisi Republik Indonesia) with a contribution and d...
15/05/2026
Concacaf has announced the launch of a new website and mobile app built on Deltatre's FORGE platform. Concacaf.com and the mobile app, available on iOS and ...
15/05/2026
Eutelsat has announced the launch of QBC Business Economic Channel by Qatar Media Corporation, broadcasting in 4K/UHD via Eutelsat's 7/8 West video neighbo...
15/05/2026
Major League Soccer has announced four original content series timed to the 2026...
15/05/2026
The Alliance for IP Media Solutions (AIMS) has announced it will exhibit and present at InfoComm 2026, taking place June 13-19 at the Las Vegas Convention Cente...
15/05/2026
InfoComm 2026 will take place June 13-19 (exhibits June 17-19) at the Las Vegas Convention Center. The show will include sessions and exhibits covering broadcas...
15/05/2026
Tracy McGrady's Ones Basketball League (OBL) and FuboTV Inc. have announced ...
15/05/2026
Disguise has partnered with Creative Technology (CT) to deliver visual playback ...
15/05/2026
Sony Electronics has announced two new products for professional imaging: the Alpha 7R VI full-frame mirrorless camera and the FE 100-400mm F4.5 GM OSS super-te...
15/05/2026
In-venue and creative video staffers at the professional and collegiate level ha...
15/05/2026
Ratings Roundup is a rundown of recent rating news and is derived from press rel...
15/05/2026
For sports organizations, the most valuable assets are often the most sensitive:...
15/05/2026
The NFL's broadcast partners released their 2026 regular season schedules ye...
15/05/2026
Besides drawing on experience with boxing, the production integrates specialty c...
Of GTC's 900+ sessions, the most wildly popular was a conversation hosted by NVIDIA founder and CEO Jensen Huang with seven of the authors of the legendary research paper that introduced the aptly named transformer - a neural network architecture that went on to change the deep learning landscape and enable today's era of generative AI.
