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Why Artificial Intelligence Like AlphaZero Has Trouble With the Real World
The latest artificial intelligence systems start from zero knowledge of a game and grow to world-beating in a matter of hours. But researchers are struggling to apply these systems beyond the arcade.
Job One for Quantum Computers: Boost Artificial Intelligence
The fusion of quantum computing and machine learning has become a booming research area. Can it possibly live up to its high expectations?
Artificial Intelligence Learns to Learn Entirely on Its Own
A new version of AlphaGo needed no human instruction to figure out how to clobber the best Go player in the world — itself.
New Theory Cracks Open the Black Box of Deep Learning
A new idea is helping to explain the puzzling success of today’s artificial-intelligence algorithms — and might also explain how human brains learn.
Clever Machines Learn How to Be Curious
Computer scientists are finding ways to code curiosity into intelligent machines.
Mapping the Brain to Build Better Machines
A project to decipher the brain’s learning rules could revolutionize machine learning.
Is AlphaGo Really Such a Big Deal?
The Go-playing program teaches itself to replicate something very much like human intuition, an advance that promises far-reaching consequences.
A Common Logic to Seeing Cats and Cosmos
New research suggests physicists, computers and brains employ the same procedure to tease out important features from among other irrelevant bits of data.
As Machines Get Smarter, Evidence They Learn Like Us
Studies show that computer models called "neural networks" behave strikingly similar to actual brains when performing certain tasks, suggesting the two may learn in the same way.