PlanGPT: A New AI Tool Specifically for Planners

The new large learning language model could help enhance efficiency and change the way urban planners work.

1 minute read

March 18, 2024, 5:00 AM PDT

By Mary Hammon @marykhammon


Multicolored lines of code against a black screen.

Jamie / Adobe Stock

Researchers have developed the first AI tool designed specifically for urban planners. PlanGPT is a specialized large language model (LLMs)—models that are pre-trained on vast amounts of data—developed as part of a collaboration between educational institutions including the Chinese Academy of Urban Planning, according to Marktechpost article by Adnan Hassan.

Hassan explains how this could be a game changer for planners because, until now, their use of general purpose LLMs has been limited to text generation and information retrieval, mainly because specialized terminology and complex requirements involved in planning make more advanced urban and spatial tasks on those models impossible. He writes, “[PlanGPT] significantly improves the precision of information extraction from urban planning texts, leveraging domain-specific fine-tuning and advanced tooling capabilities to meet the unique demands of the field.” Hassan reports that empirical tests have shown PlanGPT to deliver higher-quality and relevant responses compared to existing state-of-the-art models in typical urban planning tasks.

Wednesday, March 6, 2024 in Marktechpost

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

Concrete Brutalism building with slanted walls and light visible through an atrium.

What ‘The Brutalist’ Teaches Us About Modern Cities

How architecture and urban landscapes reflect the trauma and dysfunction of the post-war experience.

February 28, 2025 - Justin Hollander

Complete Street

‘Complete Streets’ Webpage Deleted in Federal Purge

Basic resources and information on building bike lanes and sidewalks, formerly housed on the government’s Complete Streets website, are now gone.

February 27, 2025 - Streetsblog USA

Aerial view of single-family homes with swimming pools in San Diego, California.

San Diego to Rescind Multi-Unit ADU Rule

The city wants to close a loophole that allowed developers to build apartment buildings on single-family lots as ADUs.

March 9, 2025 - Axios

Cars driving on the American Legion Bridge in Maryland

U.S. Miles Driven Rose by 1 Percent in 2024

Americans drove a total of 3.279 trillion miles in 2024, but per capita VMT stayed the same.

March 10 - Eno Center for Transportation

An adult man, stopped on a Seattle, Washington street corner, preparing for a rainy morning bike commute.

Seattle Recorded Zero Bike Deaths in 2024, per Early Data

The city halved the number of pedestrian deaths compared to 2021.

March 10 - Seattle Bike Blog

Close-up of green ULEZ sign in London, UK.

Study: London ULEZ Rapidly Cleaning up Air Pollution

Expanding the city’s ultra low-emission zone has resulted in dramatic drops in particle emissions in inner and outer London.

March 10 - Smart Cities World