# The Future Of AI Infrastructure Is Heterogeneous

> Source: <https://www.machinebrief.com/news/the-future-of-ai-infrastructure-is-heterogeneous-0not>
> Published: 2026-09-08 11:45:00+00:00

# The Future Of AI Infrastructure Is Heterogeneous

By Ido Susan, Forbes Councils MemberSource: 

[Forbes Innovation](https://www.forbes.com/innovation/)
Specialized silicon is becoming the norm, and the software behind it is maturing; 

[inference](/glossary/inference)demand will only increase as AI agents become more prevalent.
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