A new generative tool developed by Sidewalk Labs uses machine learning and computational design to generate millions of comprehensive planning scenarios.
Violet Whitney shares news of a new generative design tool developed by the team at Sidewalk Labs, including the demo video shared above.
Whitney describes the need for the project as follows:
Today, the various experts on a planning team often run separate analyses to produce a neighborhood design: an architect uses one type of software to simulate sunlight, an engineer uses another to plan streets, a real estate developer models economics in a spreadsheet, and so on. The time and cost needed to coordinate all these competing elements often means a project can only afford to develop a handful of designs for the project team, with limited insight into how these options will impact the community.
The new tool does two things previously unavailable among design software options:
First, using machine learning and computational design, it can help planners generate not just one or two but millions of comprehensive planning scenarios. Second, it can help evaluate all kinds of impacts these different scenarios could have on key quality-of-life measures, producing a set of options that best reflects a community’s priorities.
The article includes a case study, set in a two-block urban area—to show how the new generative tool works. The post also imagines that this kind of generative design tool could eventually become a powerful tool of community engagement.
FULL STORY: A first step toward the future of neighborhood design

Trump Administration Could Effectively End Housing Voucher Program
Federal officials are eyeing major cuts to the Section 8 program that helps millions of low-income households pay rent.

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

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?

Washington State’s Parking Reform Law Could Unlock ‘Countless’ Acres for New Housing
A law that limits how much parking cities can require for residential amd commercial developments could lead to a construction boom.

Wildlife Rebounds After the Eaton Fire
Following the devastation of the Eaton Fire, the return of wildlife and the regrowth of native plants are offering powerful signs of resilience and renewal.

LA to Replace Inglewood Light Rail Project With Bus Shuttles
LA Metro says the change is in response to community engagement and that the new design will be ready before the 2028 Olympic Games.
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.
Central Transportation Planning Staff/Boston Region MPO
Heyer Gruel & Associates PA
Institute for Housing and Urban Development Studies (IHS)
City of Grandview
Harvard GSD Executive Education
Regional Transportation Commission of Southern Nevada
Toledo-Lucas County Plan Commissions