Artificial Intelligence

Report: ChatGPT Shows Limited Knowledge in Sparsely Populated Areas
Recent research showed bias when using the tool to assess environmental justice issues in various parts of the country.

How Smart Cities Influence Real Estate Investment
By integrating technology and infrastructure, smart cities are attracting investors with their potential for improved quality of life, efficient resource management, and innovative urban development projects.

How AI Envisions American Neighborhoods
How well does artificial intelligence ‘get’ U.S. cities?

Denver-Inspired Chatbot Serves as Prototype for AI in City Planning and Zoning
A prototype City Planning Chatbot uses AI to answer public questions on zoning and city planning in Denver. Although not endorsed by the City, the experiment demonstrates the potential power of AI to provide accurate planning and zoning answers.

New Orleans Uses AI To Improve Traffic Safety
A new platform uses technology to improve traffic flow and reduce the risk of collisions with streetcars.

An AI-Generated Vision of a Silicon Valley Utopia
A proposed plan to build a new city in the Bay Area is light on details and heavy on idyllic renderings.

Leveraging Holistic Platforms For Urban Mobility Solutions
How a ‘control tower’ approach can improve mobility and reduce congestion and emissions.

AI and Downtown Recovery: Missing the Mark in Seattle?
In his fourth GeekWire article on downtown recovery, Chuck Wolfe reviews the use of AI imagery in a section of the Seattle Downtown Activation Plan and suggests how it may have missed the mark.

Friday Eye Candy: AI Envisions Solutions to the Challenges Facing Cities
Phoenix reimagined for shade. Los Angeles as a place where everybody walks. San Francisco with affordable housing. AI makes a vision of the future possible.

Friday Eye Candy: 20 AI-Generated Cityscapes
AI-generated images are creating new landscapes and cityscapes, capable of inspiring awe or fear.

A Chatbot Talks Regeneration and Recovery for Seattle
In his recent analysis of trends to watch for 2023, Managing Editor James Brasuell noted how ChatGPT might replace all the writers of Planetizen, and more. Chuck Wolfe decided to take literally Brasuell's “don't let it sneak up on you” admonition.

Planning Trends to Watch in 2023
The days and weeks since the arrival of Covid-19 have been filled with so much noise about the future, it’s been difficult to distinguish between big stories and frivolous distractions. Planetizen is here to help.

Critiquing an AI-Generated Architecture Critic
Artificial intelligence is being used to generate all kinds of content. Can it successfully replace architecture critics, or does understanding place require physical presence?

How A.I. Can Promote Vision Zero
Forget self-driving cars—some low-cost artificial intelligence tools can improve traffic safety now.

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.

Social Media Bots and the Community Planning Process
Recently published research examines the "Role of Artificial Intelligence in Community Planning"—that is, the role of automated bots on social media in corrupting participatory planning processes.

Studying AI's Potential to Optimize Public Transit Systems
Three projects are underway to optimize the efficiency and cost of public transit systems, thanks to government funding from the U.S. Department of Transportation (USDOT) and the U.S. Department of Energy (DOE).

Using Artificial Intelligence to Map Telecommuting Prevalence
In the Philadelphia region, residents of wealthier neighborhoods will be more likely to work from home in the future, thus altering travel patterns and transit usage, according to a new mapping project powered by artificial intelligence (AI).

Traffic Patterns Are Going to Change Drastically
While some bike-sharing systems are being shut off to reduce mobility, others are experiencing a sudden increase of demand as people avoid mass transit.

Are Urban Planning Jobs Safe From Automation?
A dive into the concepts and methodologies producing current academic research into the effect of automation of jobs in the urban planning field.
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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.
EMC Planning Group, Inc.
Planetizen
Planetizen
Mpact (formerly Rail~Volution)
Great Falls Development Authority, Inc.
HUDs Office of Policy Development and Research
NYU Wagner Graduate School of Public Service