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artificial intelligence

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artificial intelligence

The Unpredictable Abilities Emerging From Large AI Models

By Stephen Ornes
March 16, 2023
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Large language models like ChatGPT are now big enough that they’ve started to display startling, unpredictable behaviors.

Arvind Narayanan
Q&A

The Researcher Who Would Teach Machines to Be Fair

By Sheon Han
March 10, 2023
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Arvind Narayanan uses quantitative methods to expose and correct the misuse of quantitative methods.

Mathematician Lek-Heng Lim standing near some columns at the University of Chicago.
Q&A

An Applied Mathematician With an Unexpected Toolbox

By Rachel Crowell
March 1, 2023
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Lek-Heng Lim uses tools from algebra, geometry and topology to answer questions in machine learning.

A human speaks to a neural network, which produces mathematical equations, against a starry background
artificial intelligence

To Teach Computers Math, Researchers Merge AI Approaches

By Kevin Hartnett
February 15, 2023
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Large language models still struggle with basic reasoning tasks. Two new papers that apply machine learning to math provide a blueprint for how that could change.

a worm superimposed with lines and nodes representing neural networks
neural networks

Researchers Discover a More Flexible Approach to Machine Learning

By Steve Nadis
February 7, 2023
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“Liquid” neural nets, based on a worm’s nervous system, can transform their underlying algorithms on the fly, giving them unprecedented speed and adaptability.

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.


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