Facebook’s AI Research lab (FAIR) is trying to teach machines how to think like humans. That means being able to pick up a skill or information and use it to create something entirely new. Consider the act of cooking.
“When we learn how to cook, we first learn a few simple recipes, and then we can recombine them into more sophisticated dishes,” says David Lopez-Paz, a research scientist at Facebook’s AI Research lab in Paris. You may not know how to make gravy, but if you know how to make a roux, you can probably figure it out. “Machines are not there yet.”
This concept is known as “compositional learning.” To teach machines how to learn more like people, Facebook’s AI team has increasingly put its resources to use in the field of medicine, which has an unlimited array of complex problems that need solving. Its most recent work includes a collaboration with a lab in Germany called Helmholtz Zentrum München, which is researching how it can make medicine more…
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Source : fastcompany.com
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