The scale of AI

The cloud, it's just someone else's computer...

The scale of AI
One lonely GPU...

Microsoft are in AI, but certainly aren't the biggest. They do, however, have a stake in every part of it:

Microsoft plays in every single part of the AI Token Economic Stack, is witnessing accelerated growth, and we expect the trend to continue in coming quarters and years.

I found this article interesting as a good look at the scale of physical infrastructure to support AI, and the kind of risks—capex spend—companies are taking to be a part of it:

Microsoft’s next-generation clusters for OpenAI are called Fairwater and are significantly larger. Each “Fairwater” is comprised of two buildings – a standard CPU & storage facility of 48MW, and an ultra-dense GPU building. The latter, with two stories and a total ~800k sqft area, boasts ~300MW, i.e. the equivalent power consumption of >200k American households. That represents over 150k GB200 GPUs per building.

Then there's the environmental impact...

Microsoft’s AI Strategy Deconstructed - from Energy to Tokens
“The Big Pause”, AI Tokens Factory Economics Stack, OpenAI, Neocloud Renting, GitHub Copilot Woes, MAI and Maia Floundering

New Zealand data centres?

NZTech have a report on current and planned NZ Data Centres: "Our National Data Centre Infrastructure". The overview below is from it, full report available at the link below

NZ Data Centre Summary | NZTech
Empowering Aotearoa New Zealand’s Digital Future - Our National Data Centre Infrastructure - NZTech
We’re delighted to publish our latest landmark report: Empowering Aotearoa New Zealand’s Digital Future – Our National Data Centre Infrastructure. Data centres are the powerhouses behind our digital lives, enabling everything … Continue reading “Empowering Aotearoa New Zealand’s Digital Future – Our National Data Centre Infrastructure”