Perspectives

Original insights on where the field is—and where it should be.

Ethics

OpenAI Shouldn’t Release Their Full Language Model

Eric Zelikman
Ethics

In Favor of Ethical Best Practices in AI Research

Shushman Choudhury, Michelle Lee, and Andrey Kurenkov
Policy

OpenAI: Please Open Source Your Language Model

Hugh Zhang
Vision

Limitations of Deep Learning for Vision, and How We Might Fix Them

Alan L. Yuille, Chenxi Liu
Art

Playing a game of GANstruction

Helena Sarin
Policy

Regulating AI in the era of big tech

Melody Guan
Reinforcement Learning

How to fix reinforcement learning

Andrey Kurenkov
Reinforcement Learning

Reinforcement learning’s foundational flaw

Andrey Kurenkov
Language

NLP's ImageNet moment has arrived

Sebastian Ruder
Perspectives

Introducing Perspectives

The Editors