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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?
The Era of Quantum Computing Is Here. Outlook: Cloudy
Quantum computers should soon be able to beat classical computers at certain basic tasks. But before they’re truly powerful, researchers have to overcome a number of fundamental roadblocks.
Best-Ever Algorithm Found for Huge Streams of Data
To efficiently analyze a firehose of data, scientists first have to break big numbers into bits.
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.
One-Way Salesman Finds Fast Path Home
The real-world version of the famous “traveling salesman problem” finally gets a good-enough solution.
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.
A Brain Built From Atomic Switches Can Learn
A tiny self-organized mesh full of artificial synapses recalls its experiences and can solve simple problems. Its inventors hope it points the way to devices that match the brain’s energy-efficient computing prowess.
Clever Machines Learn How to Be Curious
Computer scientists are finding ways to code curiosity into intelligent machines.