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

Trendingnow

1

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

2

The Pentagon said Iran War costs $29 billion, but the real cost is closer to $200 billion—and counting

3

Current price of oil as of June 23, 2026

1

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

2

The Pentagon said Iran War costs $29 billion, but the real cost is closer to $200 billion—and counting

3

Current price of oil as of June 23, 2026
TechNvidia

How Nvidia Surprised AI Experts Twice This Week

By
Aaron Pressman
Aaron Pressman
Down Arrow Button Icon
By
Aaron Pressman
Aaron Pressman
Down Arrow Button Icon
December 8, 2017, 5:14 PM ET
Add Fortune on Google for similar content.

Nvidia CEO Jensen Huang showed up at a gathering of artificial intelligence researchers in Long Beach, Calif. this week with a couple of big surprises.

One was an orchestral piece inspired by music from the Star Wars movies, but composed by an AI program from Belgian startup AIVA that—of course—relies on Nvidia chips. The music went over big with the crowd of AI geeks attending the Neural Information Processing Systems Conference, known as NIPS, including some giants in the field like Nicholas Pinto, head of deep learning at Apple, and Yann LeCun, director of AI Research at Facebook.

LeCun was quoted saying the Star Wars bit was “a nice surprise.”

Huang’s other surprise was a bit more practical, and showed just how competitive the AI chip market niche has become. Analysts say sales of specialized microprocessors for use with AI programs like machine learning and image recognition will grow astronomically from about $500 million last year to $20 billion to $30 billion within five years. As the kinds of graphics chips that were first popular with video gamers have turned out to be among the best-suited for AI programming, too, Nvidia is in the lead, chased by Intel (INTC), Advanced Micro Devices, and a host of others. Intel is developing AI-focused chips from its 2016 acquisition of Nervana Systems, while AMD has an entirely new chip design tuned for AI apps called Vega on the market this year.

Hoping to stay at the front of the pack, Huang had a new graphics card called the Titan V to show off in Long Beach. Suitable for installing in ordinary PCs, the Titan V contains Nvidia’s latest “Volta” chip design with some 21 billion individual transistors. Priced at $3,000, the Titan V comes just eight months after Nvidia unveiled its Titan Xp design based on its earlier “Pascal” chips. The new card is a little more than double the price but offers up to nine times faster performance on major AI apps like Google’s TensorFlow software, Amazon’s MXNet and Facebook’s Caffe 2, Nvidia said. The older Nvidia card competed head on with AMD’s similarly priced Vega Frontier Edition, but the Titan V may prompt the need for a higher-priced, higher-performing AMD countermove if it catches on.

Get Data Sheet, Fortune’s technology newsletter.

Chip industry analyst Patrick Moorhead, president of Moor Insights & Strategy, said the Titan V offered an “impressive value proposition,” as in some ways it could keep up with the performance of Nvidia’s highest-end Tesla V100 card that sells for $10,000 and is aimed at server computers, especially in cloud data centers. Both cards include “Volta” chips and crunch AI calculations at almost the same rate. But the more expensive card has the capability to exchange data with other, surrounding chips at a much faster rate, making it a better choice for servers that often contain four or more graphics cards.

That’s a pretty clear market distinction, according to Moorhead. The Titan V could go in a high-powered PC used by an AI scientist on a local project, while the Tesla V100 will be good for servers that handle the immense app workloads that power the voice recognition abilities of digital assistants from Google or Amazon, for example. “I don’t expect a lot of cannibalization as Tesla is more for production workloads and Titan V is more for research,” Moorhead said.

Nvidia (NVDA) wasn’t the only company making news at the NIPS conference. Tesla (TSLA) founder Elon Musk was reportedly hanging around, too. At one after-hours event, Musk said Tesla was developing its own custom AI chips, tech news site The Register reported. Musk last year hired chip design legend Jim Keller, who had been at AMD (AMD) for years, sparking speculation that the electric carmaker would go that route to enhance the self-driving capability of future vehicles.

“Jim is developing specialized AI hardware that we think will be the best in the world,” Musk said somewhat cryptically at the party, according to the tech news site.

(Update: This story was updated on Dec. 8 to correct that the Titan V card speeds up performance of major AI apps, not just Google’s TensorFlow.)

About the Author
By Aaron Pressman
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

Institute's Global Conference at the Beverly Hilton Hotel,on May 6, 2024 in Beverly Hills, California.
RetailSpaceX
Elon Musk was the world’s first trillionaire for 12 days
By Eva RoytburgJune 24, 2026
28 minutes ago
President Donald Trump pictured in September 2025 signing an executive order that overhauled the H-1B visa program.
EconomyImmigration
Trump’s international student crackdown kicked off a domino effect that could shave nearly $500 billion off the economy
By Tristan BoveJune 24, 2026
2 hours ago
How Home Depot is rebuilding retailing with AI
NewslettersCIO Intelligence
How Home Depot is rebuilding retailing with AI
By John KellJune 24, 2026
3 hours ago
bob
AIbooks
Robert Wright sees an ‘earthquake’ coming from AI that goes far beyond jobs: ‘cultural, political, personal, family, psychological’
By Nick LichtenbergJune 24, 2026
4 hours ago
A man wearing a red and black jacket and a red hat walks down a hallway lined with servers.
InnovationChina
For the first time since 2017, it’s China, not the U.S., that has the world’s most powerful supercomputer
By The Associated PressJune 24, 2026
4 hours ago
Jack Schlossberg, Kennedy scion and sardonic social media star, loses in bid for New York state assembly
PoliticsPolitics
Jack Schlossberg, Kennedy scion and sardonic social media star, loses in bid for New York state assembly
By The Associated Press, Danny Peltz and Anthony IzaguirreJune 24, 2026
5 hours ago

Most Popular

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
1 day ago
The Pentagon said Iran War costs $29 billion, but the real cost is closer to $200 billion—and counting
Economy
The Pentagon said Iran War costs $29 billion, but the real cost is closer to $200 billion—and counting
By Jacqueline MunisJune 24, 2026
13 hours ago
Current price of oil as of June 23, 2026
Personal Finance
Current price of oil as of June 23, 2026
By Joseph HostetlerJune 23, 2026
1 day ago
Current price of gold as of June 23, 2026
Personal Finance
Current price of gold as of June 23, 2026
By Danny BakstJune 23, 2026
1 day ago
Texas and Charlotte used to build huge McMansions—now they're copying the California design tricks they once mocked
Real Estate
Texas and Charlotte used to build huge McMansions—now they're copying the California design tricks they once mocked
By Sydney LakeJune 22, 2026
2 days ago
Markets tumble worldwide as Fed resets expectations: $400 billion wiped off SpaceX stock
Banking
Markets tumble worldwide as Fed resets expectations: $400 billion wiped off SpaceX stock
By Jim EdwardsJune 23, 2026
1 day 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.