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

Trendingnow

1

Current price of oil as of June 15, 2026

2

Current price of silver as of Monday, June 15, 2026

3

Meet Gwynne Shotwell, the engineer-turned-COO who runs SpaceX in platform heels and is now worth over $2 billion

1

Current price of oil as of June 15, 2026

2

Current price of silver as of Monday, June 15, 2026

3

Meet Gwynne Shotwell, the engineer-turned-COO who runs SpaceX in platform heels and is now worth over $2 billion
AI

MIT Scientists Create ‘Psychopath’ AI Named Norman

By
Carson Kessler
Carson Kessler
Down Arrow Button Icon
By
Carson Kessler
Carson Kessler
Down Arrow Button Icon
June 7, 2018, 12:41 PM ET
Add Fortune on Google for similar content.

MIT scientists’ newest artificial intelligence algorithm endeavor birthed a “psychopath” by the name of Norman.

Scientists, Pinar Yanardag, Manuel Cebrian, and Iyad Rahwan, exposed AI Norman, named after Anthony Perkins’ character in Alfred Hitchcock’s film Psycho, to a continuous stream of grisly Reddit images of gruesome deaths and violence.

After extended exposure to the darkest of subreddits, Norman was trained to perform image captioning so that the AI could produce image descriptions in writing about the Rorschach inkblot images that would follow.

The results of the inkblot tests revealed heinous interpretations of simple black-and-white splotches. Whereas a “normal” AI reported “a black and white photo of a small bird,” Norman captioned the inkblot as “man gets pulled into dough machine.”

The descriptions were surprisingly detailed as AI Norman interpreted another as “man is shot dead in front of his screaming wife,” the same image that a “normal” AI described as “a person is holding an umbrella in the air.”

The experiment was not just some cruel trick to see who could create the real-life Norman Bates. The research actually set out to prove that AI algorithms can become biased based on the data they are given. In other words, Norman became a “psychopath” because his only exposure to the world was through a Reddit page.

The scientists concluded that when algorithms are accused of being biased — or spreading “fake news” — “the culprit is often not the algorithm itself but the biased data that was fed into it.”

About the Author
By Carson Kessler
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in

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

Best Workplaces in Chicago
Best Large Workplaces in Chicago
By FortuneJune 16, 2026
2 hours ago
cj
CommentaryIBM
IBM’s $17 million DOJ settlement makes the case for civility
By Carolynn JohnsonJune 16, 2026
2 hours ago
In a year of constant change, employee listening keeps Synchrony and AbbVie No. 1 on Fortune’s Best Workplaces lists
Workplace CultureBest Workplaces
In a year of constant change, employee listening keeps Synchrony and AbbVie No. 1 on Fortune’s Best Workplaces lists
By Roula AmireJune 16, 2026
2 hours ago
Best Workplaces in Chicago
Best Small and Medium Workplaces in Chicago
By FortuneJune 16, 2026
2 hours ago
U.S. President Donald Trump speaks with reporters while aboard Air Force One en route to Chippewa Falls, Wisconsin on June 5, 2026.
Economynational debt
Tariffs are only generating 25% of the revenue needed to pay interest on national debt—despite pitch that it would be a silver bullet
By Eleanor PringleJune 16, 2026
2 hours ago
U.S. cybersecurity leaders to White House: Lift the ban on Anthropic’s Mythos and Fable AI models
NewslettersFortune Tech
U.S. cybersecurity leaders to White House: Lift the ban on Anthropic’s Mythos and Fable AI models
By Andrew NuscaJune 16, 2026
2 hours ago

Most Popular

Current price of oil as of June 15, 2026
Personal Finance
Current price of oil as of June 15, 2026
By Joseph HostetlerJune 15, 2026
24 hours ago
Current price of silver as of Monday, June 15, 2026
Personal Finance
Current price of silver as of Monday, June 15, 2026
By Joseph HostetlerJune 15, 2026
1 day ago
Meet Gwynne Shotwell, the engineer-turned-COO who runs SpaceX in platform heels and is now worth over $2 billion
Startups & Venture
Meet Gwynne Shotwell, the engineer-turned-COO who runs SpaceX in platform heels and is now worth over $2 billion
By Eva RoytburgJune 15, 2026
1 day ago
Hundreds of Stanford students walked out of their grad ceremony to protest Google CEO’s commencement speech. It wasn’t all about AI
Big Tech
Hundreds of Stanford students walked out of their grad ceremony to protest Google CEO’s commencement speech. It wasn’t all about AI
By Tristan BoveJune 15, 2026
20 hours ago
Boomers actually do hold most of the wealth and power. So why do they call it 'whiny' to point that out?
Economy
Boomers actually do hold most of the wealth and power. So why do they call it 'whiny' to point that out?
By Nick LichtenbergJune 14, 2026
2 days ago
Team USA star Ricardo Pepi grew up in a trailer in El Paso—and his parents pawned their car title to fuel his soccer dream. Now, he’s in the World Cup
Success
Team USA star Ricardo Pepi grew up in a trailer in El Paso—and his parents pawned their car title to fuel his soccer dream. Now, he’s in the World Cup
By Preston ForeJune 15, 2026
21 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.