What is a productivity bandwagon?
A working definition from MIT Sloan
productivity bandwagon (noun)
The condition in which technological innovation is adapted to help workers, ultimately resulting in shared economic prosperity.
In 18th century Britain, technical improvements in textile production generated great wealth for factory owners, but textile workers didn’t see their incomes rise for almost 100 years.
That’s because technology generally increases productivity, but the economic benefits often accrue first to a narrow elite population and only much later to a broad base of workers, as MIT economists and Nobel laureates Daron Acemoglu and Simon Johnson describe in their new book, “Power and Progress.”
Today, with the implementation of artificial intelligence at a tipping point, society should aim for what Acemoglu and Johnson term the “productivity bandwagon” — where AI augments human labor without usurping jobs, and productivity growth is accompanied by shared prosperity with workers.
In a 2023 talk at MIT’s Starr Forum, Acemoglu cautioned that the productivity bandwagon is not a guaranteed outcome. “It is something that’s conditional on the nature of technology and how production is organized and the gains are shared,” he said.
Worker voice is critical to the process. Acemoglu said workers should have an opportunity to suggest productive uses for AI and also advocate for policy changes as they’re able.
Ultimately, deploying technology in a way that benefits workers is not a foregone conclusion; it’s a choice that society must make, Acemoglu said. To that point, “there is some degree of optimism in saying we can actually redirect technology,” he said.
Future of Work
Leading the AI-Driven Organization
In person at MIT Sloan
Register Now
Future manufacturing: How to solve the US productivity paradox
U.S. manufacturing productivity remains flat despite an uptick in new factory and workforce growth in recent years. MIT experts suggest three solutions.
Agentic AI, explained
The age of agentic AI — systems that are semi- or fully autonomous and can act on their own — has arrived. Here’s what you need to know, according to MIT experts.
How to boost pro-worker AI in your company
As AI capabilities advance, the window for shaping whether the technology augments or replaces workers is narrowing. Decision makers need to step up, MIT researchers say.
Choose the human path for AI
To realize the greatest gains from artificial intelligence, we must make the future of work more human, not less.
10 quotes for business and management from 2025
These insights from business leaders, scholars, and scientists captured the business mood in 2025.
MIT Sloan reading list: 8 books from 2025
New books this year cover ecosystems, entrepreneurship, dynamic work design, and the paradox of meritocracy.
AI’s missing ingredient: Shared wisdom
We are in the fourth wave of artificial intelligence. In his new book, Alex Pentland says understanding AI from the 1960s, 1980s, and 2000s can help us develop technology that supports shared wisdom.
For manufacturers, listening to workers pays off in productivity
Companies that act on input from front-line employees pay their workers more and experience a productivity bump that offsets those costs.
Who benefits from AI? New comic explores technology’s impact on labor
Download “Power and Progress: The Mini-Comic!” for free. A new comic book adapts MIT Nobel Prize-winning economists’ work on how AI affects workers and shared prosperity.
How artificial intelligence impacts the US labor market
New research from MIT Sloan shows that companies can see substantial gains by putting AI to work — with that growth translating into jobs.