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machine learning

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illustration of abstract, boxy-looking robot surrounded by household items such as a knife and a guitar, all of which have labels attached.
artificial intelligence

Machines Learn Better if We Teach Them the Basics

By Max G. Levy
February 1, 2023
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A wave of research improves reinforcement learning algorithms by pre-training them as if they were human.

a light blue cloudy swirl against a black background (evoking ink diffusing through a liquid). The blue cloud is overlaid with a network of yellow lines and circular nodes.
machine learning

The Physics Principle That Inspired Modern AI Art

By Anil Ananthaswamy
January 5, 2023
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Diffusion models generate incredible images by learning to reverse the process that, among other things, causes ink to spread through water.

2022 in Review

The Year in Computer Science

By Bill Andrews
December 21, 2022
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Computer scientists this year learned how to transmit perfect secrets, why transformers seem so good at everything, and how to improve on decades-old algorithms (with a little help from AI).

Quantized Columns

What Does It Mean to Align AI With Human Values?

By Melanie Mitchell
December 13, 2022
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Making sure our machines understand the intent behind our instructions is an important problem that requires understanding intelligence itself.

neural networks

AI Reveals New Possibilities in Matrix Multiplication

By Ben Brubaker
November 23, 2022
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Inspired by the results of a game-playing neural network, mathematicians have been making unexpected advances on an age-old math problem.

Illustration of electrified brain embedded within a computer chip.
artificial intelligence

New Chip Expands the Possibilities for AI

By Allison Whitten
November 10, 2022
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An energy-efficient chip called NeuRRAM fixes an old design flaw to run large-scale AI algorithms on smaller devices, reaching the same accuracy as wasteful digital computers.

Artwork of human figure smelling a flower and the smell being categorized as a type of flower.
smell

Machine Learning Highlights a Hidden Order in Scents

By Allison Parshall
October 10, 2022
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Efforts to build a better digital “nose” suggest that our perception of scents reflects both the structure of aromatic molecules and the metabolic processes that make them.

A video of a large chunk of ice breaking off of a glacier and crashing into the ocean.]
complex systems

Chaos Researchers Can Now Predict Perilous Points of No Return

By Ben Brubaker
September 15, 2022
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A custom-built machine learning algorithm can predict when a complex system is about to switch to a wildly different mode of behavior.

Anima Anandkumar in a red dress holds a green cloth over her head
Q&A

The AI Researcher Giving Her Field Its Bitter Medicine

By Max G. Levy
August 30, 2022
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Anima Anandkumar wants computer scientists to move beyond the matrix, among other challenges.


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