Finance & economics | Free exchange

The AI boom: lessons from history

How powerful new technologies transform economies

Image: Otto Dettmer

It can take a little imagination to see how some innovations might change an economy. Not so with the latest ai tools. It is easy—from a writer’s perspective, uncomfortably so—to think of contexts in which something like Chatgpt, a clever chatbot which has taken the web by storm since its release in November, could either dramatically boost a human worker’s productivity or replace them outright. The gpt in its name stands for “generative pre-trained transformer”, which is a particular kind of language model. It might well stand for general-purpose technology: an earth-shaking sort of innovation which stands to boost productivity across a wide-range of industries and occupations, in the manner of steam engines, electricity and computing. The economic revolutions powered by those earlier gpts can give us some idea how powerful ai might transform economies in the years ahead.

Explore more

This article appeared in the Finance & economics section of the print edition under the headline “Amazing Inventions”

From the February 4th 2023 edition

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

Explore the edition
People walking along Wall Street in New York before President Trump's tarriff announcments

Financial markets flail in the face of America’s tariffs

Asia is hit hardest, but nowhere looks good

Illustration of a colorful abacus with barbed wire replacing the usual threads

What a refugee camp reveals about economics

In Dzaleka, Malawi, everyone receives $9 a month


An employee checks tin ingots stacked in a warehouse

Tin, an overlooked critical metal, is enjoying a boom

Prized and in short supply, its price is very volatile


How Milei made Argentina deserving of an IMF bail-out

He offers the only way out of a supremely difficult situation

Trump takes America’s trade policies back to the 19th century

The president jacks up tariffs on all countries, with particularly sharp rises for much of Asia

The American government’s accidental private-credit subsidy

How a Depression-era lending scheme became a trillion-dollar wheeze