How the AI Economy is Shaping Cities

Like other technologies, artificial intelligence tech seems to be clustering in a small group of cities, prompting questions about its uneven deployment.

2 minute read

September 27, 2021, 10:00 AM PDT

By Diana Ionescu @aworkoffiction


Silicon Valley aerial view

Alexey Ulashchick / Shutterstock

Artificial intelligence, writes Richard Florida, "is predicted to have substantial economic impacts, adding as much as $15.7 trillion to global economic output by 2030." According to "a new Brookings Metro study that digs into the geography of AI at the metro level," AI "threatens to reinforce or magnify the same geographically uneven patterns of previous high-technology industries that are concentrated in leading tech hubs and superstar cities across the U.S."

The study finds that "just 10% of U.S. metropolitan areas — 36 of them — have a significant AI presence." The San Francisco Bay Area is "far and away the lone U.S. leader in AI." Thirteen other metro areas have "significant AI clusters, which the study calls early adopters." The study names "21 additional metro areas that have substantial research capability but limited commercialization," and a fourth group comprised of "87 metro areas that the study dubs 'potential adoption centers' with more moderate levels of AI activity." Beyond that, "the study finds very little, if any, significant AI capability in the lion’s share of U.S. metro areas, a staggering 260 of them in all." 

In a hopeful sign, "[s]everal metro areas saw significant increases in AI-related job postings in 2020, while the Bay Area saw a slight decline. It may well be the case that geographic shifts in AI technology, jobs or startups may not show up in data for several years." But for now, AI's growth mirrors that of other technologies, where "new technologies and industries grow up around a small number of dominant tech hubs."

According to Florida, "[f]ederal intervention will likely be required to counter and reshape the powerful trends at work in the geography of artificial intelligence." Otherwise, "[l]eft to its own devices, AI is just the latest technology that will serve to reinforce and exacerbate the winner-take-all nature of our economy and geography."

Wednesday, September 8, 2021 in Bloomberg CityLab

portrait of professional woman

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban Planner

Get top-rated, practical training

Logo for Planetizen Federal Action Tracker with black and white image of U.S. Capitol with water ripple overlay.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

April 30, 2025 - Diana Ionescu

Close-up on Canadian flag with Canada Parliament building blurred in background.

Canada vs. Kamala: Whose Liberal Housing Platform Comes Out on Top?

As Canada votes for a new Prime Minister, what can America learn from the leading liberal candidate of its neighbor to the north?

April 28, 2025 - Benjamin Schneider

Hot air balloons rise over Downtown Boise with the State Capitol building visible amidst the high rises.

The Five Most-Changed American Cities

A ranking of population change, home values, and jobs highlights the nation’s most dynamic and most stagnant regions.

April 23, 2025 - GoodMigrations

People biking along beach path with moored ship in San Diego, California.

San Diego Adopts First Mobility Master Plan

The plan provides a comprehensive framework for making San Diego’s transportation network more multimodal, accessible, and sustainable.

May 2 - SD News

Sleeping in Public

Housing, Supportive Service Providers Brace for Federal Cuts

Organizations that provide housing assistance are tightening their purse strings and making plans for maintaining operations if federal funding dries up.

May 2 - KSL

Conductor walks down platform next to Amtrak train at station in San Jose, California.

Op-Ed: Why an Effective Passenger Rail Network Needs Government Involvement

An outdated rail network that privileges freight won’t be fixed by privatizing Amtrak.

May 2 - Streetsblog USA

Urban Design for Planners 1: Software Tools

This six-course series explores essential urban design concepts using open source software and equips planners with the tools they need to participate fully in the urban design process.

Planning for Universal Design

Learn the tools for implementing Universal Design in planning regulations.

Senior Manager Operations, Urban Planning

New York City School Construction Authority

Building Inspector

Village of Glen Ellyn

Manager of Model Development

Central Transportation Planning Staff/Boston Region MPO