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Newsweek: MIT Trains Psychopath Robot 'Norman' Using Only Gruesome Reddit Images Inc: MIT Researchers Use Reddit to Create World's First Psychopath AIįox32: Meet 'Norman,' a terrifying, psychopathic artificial intelligence Live Science: Meet 'Norman,' the Darkest, Most Disturbed AI the World Has Ever Seen Huffington Post MIT Creates Psychopath AI By Making It Look At A Reddit ForumĭailyMail: The inkblot pictures used to reveal how an AI called Norman was trained to think like a psychopath… so what do YOU see?ĬBS: Researchers Create ‘Psychopath AI’ Using Violent Images Online Rolling Stone: MIT Scientists Unveil First Psychopath AI, ‘Norman’ USA Today: Terrifying: an artificial intelligence was fed Reddit captions. TIME: MIT Created the World's First 'Psychopath' Robot and People Really Aren't Feeling ItīBC: Are you scared yet? Meet Norman, the psychopathic AIĬNN: MIT scientists created an AI-powered 'psychopath' named Norman Shelley, Nightmare Machine, Deep Empathy, DeepMoji, Moral Machine. Special thanks to thunderbrush for the Norman AI illustration.Ĭheck out other projects from Scalable Cooperation! Note: Due to the ethical concerns, we only introduced bias in terms of image captions from the subreddit which are later matched with randomly generated inkblots (therefore, no image of a real person dying was utilized in this experiment).īrowse what Norman sees, or help Norman to fix himself by taking our survey. Then, we compared Norman's responses with a standard image captioning neural network (trained on MSCOCO dataset) on Rorschach inkblots a test that is used to detect underlying thought disorders. We trained Norman on image captions from an infamous subreddit (the name is redacted due to its graphic content) that is dedicated to document and observe the disturbing reality of death. Norman is an AI that is trained to perform image captioning a popular deep learning method of generating a textual description of an image. Norman suffered from extended exposure to the darkest corners of Reddit, and represents a case study on the dangers of Artificial Intelligence gone wrong when biased data is used in machine learning algorithms. The same method can see very different things in an image, even sick things, if trained on the wrong (or, the right!) data set. So when people talk about AI algorithms being biased and unfair, the culprit is often not the algorithm itself, but the biased data that was fed to it. Norman is born from the fact that the data that is used to teach a machine learning algorithm can significantly influence its behavior. We present you Norman, world's first psychopath AI.









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