# Why ​Physical AI Needs A New Architecture To Scale

> Source: <https://www.machinebrief.com/news/why-physical-ai-needs-a-new-architecture-to-scale-ewxg>
> Published: 2026-09-17 16:00:00+00:00

# Why Physical AI Needs A New Architecture To Scale

By Greg Ombach, Forbes Councils MemberSource: 

[Forbes Innovation](https://www.forbes.com/innovation/)
The path should be similar: Define the operating domain, prove performance under real conditions, and expand only when you can manage more variability.

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