• 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

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

3

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’

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

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

3

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’
TechAI

Garry Kasparov Talks Artificial Intelligence, Deep Blue, and AlphaGo Zero

By
Jonathan Vanian
Jonathan Vanian
Down Arrow Button Icon
By
Jonathan Vanian
Jonathan Vanian
Down Arrow Button Icon
May 10, 2018, 3:01 PM ET
Noam Galai/Getty Images for TechCrunch
Add Fortune on Google for similar content.

Despite losing at chess to the IBM Deep Blue computer more than 20 years ago, Garry Kasparov is a big believer in artificial intelligence.

The former world chess champion is now an author and speaker who is trying to counter some of the more alarmist beliefs over the rise of AI technologies, typically exemplified in Hollywood movies in which robots rise against their human creators.

Speaking at the Train AI conference on Thursday in San Francisco, Kasparov explained how humanity has long considered people’s performance in playing a game of chess as a metric of intelligence.

“People looked at it as an opportunity to go deep in the human mind,” he said of chess.

That’s why when Kasparov lost to Deep Blue in 1997 in a rematch from a prior match he won in 1996 — which, he likes to note, “nobody remembers” — people considered it a “watershed moment” for computer science.

“The day the machine would beat the strongest human player, that would be the dawn of artificial intelligence,” Kasparov said.

However, Kasparov likes to point out that Deep Blue was not actually an intelligence thinker like a human, but rather “was as intelligent as your alarm clock.”

“But it was good enough to perform, to win this match,” he said.

What separated Deep Blue from human players, was that the computer didn’t suffer from some of the dilemmas humans may face while playing chess, like getting too complacent or getting tired — these issues could affect people’s ability to make good decisions.

The computer “doesn’t have to be perfect, it has to be better, which means making less mistakes than human opponents,” Kasparov said.

“It is not about making the machine intelligent, it’s about making this damn thing faster and faster,” he added.

Kasparov also talked about the rise of more advanced AI systems, like the AlphaGo Zero system developed by Google’s DeepMind unit. That powerful computer system learned to master the ancient Chinese board game of Go — a more complex game than chess — without studying the best Go players in the world. Instead, using an AI technique called reinforcement learning, AlphaGo Zero played millions of games against itself to learn how to master the game on its own.

Still, Kasparov is not worried that AI systems like Alpha Go Zero mean that computers will eclipse humans. After all, humans designed the Alpha Go Zero system and set the parameters for how it learned to master the game, he notes.

Only people can decide what will be the problems a computer will solve, and humans are still needed to evaluate when the computer is good enough to stop learning on its own.

Get Data Sheet, Fortune’s technology newsletter.

Machines “will not know when they enter the territory of diminishing returns,” Kasparov said.

People should “treat AI as a tool” that will augment human decision making, he said.

“For those who say AI is making us redundant, I say no,” Kasparov said. “We are being promoted.”

About the Author
By Jonathan Vanian
LinkedIn iconTwitter icon

Jonathan Vanian is a former Fortune reporter. He covered business technology, cybersecurity, artificial intelligence, data privacy, and other topics.

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

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
2 hours ago
Samin Menon (left) Neil Movva (right)
Startups & VentureVenture Capital
Exclusive: A former Apple engineer thinks AI infrastructure is built for the wrong future. Investors just gave him $80 million to fix it
By Lily Mae LazarusJune 25, 2026
3 hours ago
Lux Capital cofounder Josh Wolfe’s limited-odds, high-stakes 2027 predictions
NewslettersTerm Sheet
Lux Capital cofounder Josh Wolfe’s limited-odds, high-stakes 2027 predictions
By Allie GarfinkleJune 25, 2026
4 hours ago
Micron drives global rally tech stock rally as traders abandon their fear of an AI bubble
InvestingMarkets
Micron drives global rally tech stock rally as traders abandon their fear of an AI bubble
By Jim EdwardsJune 25, 2026
5 hours ago
OpenAI CEO Sam Altman (left) and Broadcom CEO Hock Tan holding their new AI chip, “Jalapeño.” (Photo courtesy OpenAI)
NewslettersFortune Tech
OpenAI and Broadcom’s AI chip has a name: Jalapeño
By Andrew NuscaJune 25, 2026
5 hours ago
What bubble? JPMorgan says the $5.5 trillion AI capex explosion is profitable–for now
AIFinance
What bubble? JPMorgan says the $5.5 trillion AI capex explosion is profitable–for now
By Sheryl EstradaJune 25, 2026
5 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
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
24 hours 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
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
8 hours 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
Trump’s international student crackdown kicked off a domino effect that could shave nearly $500 billion off the economy
Economy
Trump’s international student crackdown kicked off a domino effect that could shave nearly $500 billion off the economy
By Tristan BoveJune 24, 2026
20 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.