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How does AI think?

How does AI think? Credit: Ahmedgad/Pixabay Artificial Intelligence (AI) machines can be trained to solve puzzles on their own, by learning to recognise rules and patterns in data, rather than by simply following the rules humans program into them. But often, researchers don’t know what rules the AI have made for themselves. Peter Koo, an assistant professor at Cold Spring Harbor Laboratory, Long Island, US, has developed a new method – described today in PLOS Computational Biology – that quizzes an AI to figure out what rules it has learned on its own, and whether they’re the right ones.

Long islandPeter kooCold spring harbor laboratoryArtificial intelligenceResidual bindGlobal importance analysisநீண்டது தீவுபீட்டர் கூகுளிர் வசந்த துறைமுகம் ஆய்வகம்செயற்கை உளவுத்துறை

Making AI algorithms show their work

E-Mail IMAGE: Cold Spring Harbor Laboratory Assistant Professor Peter Koo in his lab with graduate student Shushan Toneyan. Koo s team studies how machine learning AI called deep neural networks (DNNs) work. He. view more Credit: ©Gina Motisi, 2020/CSHL Artificial intelligence (AI) learning machines can be trained to solve problems and puzzles on their own instead of using rules that we made for them. But often, researchers do not know what rules the machines make for themselves. Cold Spring Harbor Laboratory (CSHL) Assistant Professor Peter Koo developed a new method that quizzes a machine-learning program to figure out what rules it learned on its own and if they are the right ones.

Peter kooCold spring harbor laboratorySpring harbor laboratoryAssistant professor peter kooResidual bindGlobal importance analysisTechnology engineering computer scienceRobotry artificial intelligenceபீட்டர் கூகுளிர் வசந்த துறைமுகம் ஆய்வகம்வசந்த துறைமுகம் ஆய்வகம்

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