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

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

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
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
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
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in

Man with glasses wearing a black collared shirt
LawDonald Trump
‘Attempted corporate murder’: Judge calls on Anthropic and Department of War to explain dispute over supply chain risk 
By Amanda GerutMarch 24, 2026
3 hours ago
EuropeRussia
‘Russia is the only one responsible’: Moldova imposes 60-day energy emergency after Russian strikes in Ukraine
By The Associated Press, Stephen McGrath and Aurel ObrejaMarch 24, 2026
7 hours ago
trump
Energynational debt
Iran, the $39 trillion national debt and dedollarization: How Trump exposed America’s Achilles Heel in Hormuz
By Nick LichtenbergMarch 24, 2026
7 hours ago
A man in a green ERO vest walks through an airport terminal.
Politicsgovernment shutdown
ICE agents can make twice the salary of TSA employees—and economists warn their pay is more ‘shutdown proof’ than other government jobs
By Sasha RogelbergMarch 24, 2026
7 hours ago
Woman holding a yellow umbrella that has become inverted in the wind.
NewslettersEye on AI
AI agents are getting more capable, but reliability is lagging—and that’s a problem
By Jeremy KahnMarch 24, 2026
8 hours ago
HealthDietary Supplements
The Best Colostrum Supplements 2026: Tested and Approved
By Emily PharesMarch 24, 2026
8 hours ago

Most Popular

Commentary
The Treasury just declared the U.S. insolvent. The media missed it
By Fortune EditorsMarch 23, 2026
2 days ago
Magazine
The youngest-ever female CEO of a Fortune 500 company is fighting Trump's cuts to keep Medicaid strong
By Fortune EditorsMarch 24, 2026
20 hours ago
Economy
It took 200 years for national debt to hit $1 trillion. Annual interest alone now exceeds that—a 'crushing legacy we must reverse,' says budget chair
By Fortune EditorsMarch 23, 2026
2 days ago
Personal Finance
Current price of gold as of March 23, 2026
By Fortune EditorsMarch 23, 2026
2 days ago
Energy
Nobel laureate Paul Krugman calls it 'treason': $580 million in suspicious oil futures traded minutes before Trump's Iran reversal
By Fortune EditorsMarch 24, 2026
10 hours ago
Personal Finance
Current price of oil as of March 24, 2026
By Fortune EditorsMarch 24, 2026
16 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.