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Machine learning
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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.
Searching for the Algorithms Underlying Life
The biological world is computational at its core, argues computer scientist Leslie Valiant.
Big Data’s Mathematical Mysteries
Machine learning works spectacularly well, but mathematicians aren’t quite sure why.
The Rise of Computer-Aided Explanation
Computers can translate French and prove mathematical theorems. But can they make deep conceptual insights into the way the world works?
Concerns of an Artificial Intelligence Pioneer
Computer scientist Stuart Russell wants to ensure that our increasingly intelligent machines remain aligned with human values.
Machine Intelligence Cracks Genetic Controls
Scientists have begun to decipher the most difficult-to-read parts of the genome — the parts that don’t code for proteins. The new work reveals how errors in these genetic instructions can lead to disease.
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.
The Future Fabric of Data Analysis
The nature of computing has changed dramatically over the last decade, and more innovation is needed to weather the gathering data storm.