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To Build Truly Intelligent Machines, Teach Them Cause and Effect

May 15, 2018

Judea Pearl, a pioneering figure in artificial intelligence, argues that AI has been stuck in a decades-long rut. His prescription for progress? Teach machines to understand the question why.

Artificial Neural Nets Grow Brainlike Navigation Cells

May 9, 2018

Faced with a navigational challenge, neural networks spontaneously evolved units resembling the grid cells that help living animals find their way.

First Big Steps Toward Proving the Unique Games Conjecture

April 24, 2018

The latest in a new series of proofs brings theoretical computer scientists within striking distance of one of the great conjectures of their discipline.

Machine Learning’s ‘Amazing’ Ability to Predict Chaos

April 18, 2018

In new computer experiments, artificial-intelligence algorithms can tell the future of chaotic systems.

Why Artificial Intelligence Like AlphaZero Has Trouble With the Real World

February 21, 2018

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.

Smart Swarms Seek New Ways to Cooperate

February 14, 2018

New algorithms show how swarms of very simple robots can be made to work together as a group.

The Argument Against Quantum Computers

February 7, 2018

The mathematician Gil Kalai believes that quantum computers can't possibly work, even in principle.

Quantum Algorithms Struggle Against Old Foe: Clever Computers

February 1, 2018

The quest for "quantum supremacy" – unambiguous proof that a quantum computer does something faster than an ordinary computer – has paradoxically led to a boom in quasi-quantum classical algorithms.

Job One for Quantum Computers: Boost Artificial Intelligence

January 29, 2018

The fusion of quantum computing and machine learning has become a booming research area. Can it possibly live up to its high expectations?

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