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

Trendingnow

1

Analysts expected oil to surge above $200 but China has quietly kept prices half of that—and can’t for much longer

2

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

3

Marc Lore’s robots make 500 burrito bowls an hour. A human can make 45

1

Analysts expected oil to surge above $200 but China has quietly kept prices half of that—and can’t for much longer

2

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

3

Marc Lore’s robots make 500 burrito bowls an hour. A human can make 45
TechThe Mobile Executive

Apple Has Finally Published Its First AI Research Paper

By
Don Reisinger
Don Reisinger
Down Arrow Button Icon
By
Don Reisinger
Don Reisinger
Down Arrow Button Icon
December 27, 2016, 1:26 PM ET

Apple has made good on its promise to publish a research paper about artificial intelligence.

Apple researcher Ashish Shrivastava, along with colleagues, last week published a paper through the Cornell University Library describing a technique for improving artificial intelligence. The paper, which was submitted for review on Nov. 15, is called “Learning from Simulated and Unsupervised Images through Adversarial Training.”

The paper focuses on improving a computer’s ability to recognize images, a difficult task for machines in the past. It proposes using what it called “Simulated+Unsupervised (S+U)” learning to improve that process. It centers on using digital images that have data within them to help computers “see” images rather than real-world objects that need to be interpreted. The paper also suggests modifying certain artificial intelligence algorithms to improve the feature.

Get Data Sheet, Fortune’s technology newsletter

While the topic might not matter to anyone outside the tech community, its publication is notable. Scientists around the world have long criticized Apple for not publishing research about artificial intelligence. Apple had previously banned its researchers from publishing their findings so it could keep secret anything that may be added to future products.

Apple’s ban was in line with its overall affinity for secrecy, but it flew in the face of the scientific community’s tradition of sharing knowledge. It also made some question if Apple was on the cutting edge of artificial intelligence, and hurt the company’s ability to attract top talent.

In response, Apple, which has been a major player in the artificial intelligence for years with its Siri virtual assistant, announced earlier this month that it would allow its scientists to publish research papers on artificial intelligence.

For more about Apple Siri, watch:

Still, there are competitive concerns that Apple (AAPL) will need to balance against publishing artificial intelligence research. While the scientific community is pleased with its move, Apple is still competing against Google (GOOGL), Microsoft (MSFT), Amazon (AMZN), and others for artificial intelligence supremacy. Apple hasn’t said how it decides which research can be published and which advancements it keeps secret.

Apple’s competitors generally publish their own papers on a number of topics, although they, too, keep some advancements secret.

About the Author
By Don Reisinger
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

Why is it so hard to get ROI from AI? Because building from first principles isn’t easy
NewslettersEye on AI
Why is it so hard to get ROI from AI? Because building from first principles isn’t easy
By Jeremy KahnJune 11, 2026
6 hours ago
SpaceX lowballed its bankers on fees. Goldman Sachs has another way to win big
Startups & VentureFinance
SpaceX lowballed its bankers on fees. Goldman Sachs has another way to win big
By Shawn TullyJune 11, 2026
7 hours ago
Three ways that Asia’s enterprises are adopting AI—and where they are falling behind
CommentaryOracle
Three ways that Asia’s enterprises are adopting AI—and where they are falling behind
By Garrett IlgJune 11, 2026
8 hours ago
Dr. Shiv Rao speaks
Startups & VentureHealth
Abridge wants to be the operating system for medicine—and NVIDIA and Eli Lilly are helping build it
By Lily Mae LazarusJune 11, 2026
11 hours ago
Silicon Valley insiders warn U.S. defense supply chain is unprepared for modern warfare
AIBrainstorm Tech
Silicon Valley insiders warn U.S. defense supply chain is unprepared for modern warfare
By Sebastian HerreraJune 11, 2026
11 hours ago
Exclusive: Consumer device giant LG Electronics to launch blockchain to place and sell ads
CryptoBlockchain
Exclusive: Consumer device giant LG Electronics to launch blockchain to place and sell ads
By Jack Kubinec and Ben WeissJune 11, 2026
11 hours ago

Most Popular

Analysts expected oil to surge above $200 but China has quietly kept prices half of that—and can’t for much longer
Energy
Analysts expected oil to surge above $200 but China has quietly kept prices half of that—and can’t for much longer
By Sasha RogelbergJune 10, 2026
1 day 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
3 days ago
Marc Lore’s robots make 500 burrito bowls an hour. A human can make 45
Innovation
Marc Lore’s robots make 500 burrito bowls an hour. A human can make 45
By Amanda GerutJune 9, 2026
2 days ago
Current price of oil as of June 11, 2026
Personal Finance
Current price of oil as of June 11, 2026
By Joseph HostetlerJune 11, 2026
16 hours ago
Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military
Asia
Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military
By Kate O'Keeffe and BloombergJune 8, 2026
3 days ago
Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
Success
Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
By Preston ForeJune 8, 2026
4 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.