M ore than a decade ago, the economist Erik Brynjolfsson made a prediction: AI would change everything. Humans began using ...

XAI is a Machine Learning library that is designed with AI explainability in its core. XAI contains various tools that enable for analysis and evaluation of data and models. The XAI library is ...

One of the highlights of my first three years as a literature professor at MIT—and indeed, of my 15-year career as an educator—has been the recent discovery that some of my students, past and present, ...

Modern large language models (LLMs) might write beautiful sonnets and elegant code, but they lack even a rudimentary ability to learn from experience. Researchers at Massachusetts Institute of ...

Physicists have done a remarkable job explaining the chaos of the universe with well-behaved equations, but certain situations remain mysterious. Among these are collections of many tiny particles — ...

Elliptic curves are among the more beguiling objects in modern mathematics. They don’t seem complicated, but they form an expressway between the math that many people learn in high school and research ...

December 11, 2023 - Generative artificial intelligence (AI) is an emerging class of machine learning technology that can synthesize content including text and images. This article outlines the history ...

Sarah Schwettmann is a neuroscientist-turned-machine-learning-researcher at MIT. She works on interpretable AI and investigates representations underlying intelligence in artificial neural networks.

Explore the programming language Julia, which is suited to machine learning applications, and other details of the most popular languages today. The August 2023 TIOBE Programming Community Index is ...

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Machine-learning algorithms find and apply patterns in data. And they pretty much run the world. Machine-learning algorithms are responsible for the vast majority of the artificial intelligence ...