Trend

AI and Infrastructure

Resiliency at Work: Putting People and Equity First feature image
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About This Trend

The deployment of AI systems for urban infrastructure systems is growing. AI offers the potential to save a lot of money in infrastructure projects, andPennsylvaniaalready has several underway that use AI for a range of purposes — from creating lighter cement to developing highway walls that absorb sound and GHG emissions. There are concerns, though, that this technology is not yet reliable enough for such endeavors. Planners need to understand these applications and know how and where to implement them. APA's PAS Report 599,Smart Cities: Integrating Technology, Community, and Nature, explains how planners can handle some of these technological developments in their communities in sustainable and equitable ways.

Trend Updates

Feb. 26, 2024 — Seismic shift in everyday usage

  • More people than ever are using this technology and it is now more evident that it will be part of the ongoing landscape...

Feb. 26, 2023 — Federal Regulations spike Demand

  • Because of continued interest in this technology and a favorable environment for growth...

Feb. 26, 2021 — Pandemic recalibrates supply

  • People are unable to create and devote time to innovating this critical technology now

Trend Reports

2025 Trend Report for Planners Cover
2024 Trend Report for Planners Cover
2023 Trend Report for Planners Cover
2022 Trend Report for Planners Cover
APA's foresight research is made possible in part through our partnership with the Lincoln Institute of Land Policy.