AI Infrastructure

The compute, chips, data centers, and energy behind AI, and the constraints that shape what gets built.

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The Hidden Cost of Running Your Own AI Engine
Superhuman's decision to hand off its AI serving infrastructure to Databricks after years of building it in-house reveals a pattern that every organisation deploying AI at scale will eventually face: the real cost of running your own AI is not hardware, it is the engineering time consumed just keeping the lights on.
June 2, 2026 · 2 min read

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