Leaders | Out in the open

Why open-source AI models are good for the world

Their critics dwell on the dangers and underestimate the benefits

A glowing blue book emits swirling binary code, creating a digital, futuristic effect and a padlock can be seen in the background
Illustration: Nicholas Kempton

Open innovation lies at the heart of the artificial-intelligence (ai) boom. The neural network “transformer”—the t in GPT—that underpins OpenAI’s was first published as research by engineers at Google. TensorFlow and PyTorch, used to build those neural networks, were created by Google and Meta, respectively, and shared with the world. Today, some argue that AI is too important and sensitive to be available to everyone, everywhere. Models that are “open-source”—ie, that make underlying code available to all, to remix and reuse as they please—are often seen as dangerous.

Explore more

This article appeared in the Leaders section of the print edition under the headline “Freedom to tinker”

From the November 9th 2024 edition

Discover stories from this section and more in the list of contents

Explore the edition

Discover more

A man waves the Lebanese flag from a car as displaced people return home, in Sidon, Lebanon on November 27th 2024

Peace in Lebanon is just a start

Donald Trump must build on Joe Biden’s belated success

A group of protesters burn pictures Donald Trump and Joe Biden in 2020

From Nixon to China, to Trump to Tehran

Iran is weak. For America’s next president that creates an opportunity


This illustration shows a graduation cap (mortarboard) with a small pile of coins inside its circular top. The background is green, and the cap's tassel is yellow.

Too many master’s courses are expensive and flaky

Governments should help postgraduates get a better deal


Elon Musk is Donald Trump’s disrupter-in-chief

The entrepreneur will be let loose on America’s government

Why British MPs should vote for assisted dying

A long-awaited liberal reform is in jeopardy