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Andy Halliday

👤 Speaker
3893 total appearances

Appearances Over Time

Podcast Appearances

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

We talked yesterday briefly about there being constraints like structural impediments in the construction industry to building these things out.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

But I wanted to talk about this new Microsoft Super Factory.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

They're going to double their data center footprint over the next couple of years.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

And the newest super factory is a whole campus of two-story structures in Atlanta.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

And it's going to have hundreds of thousands of NVIDIA GPUs.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

and dedicated high-speed interconnects, and a special set of connections out to the world of the web in order to make this inference-generating system available with very low latency.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

Here's the stats on it.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

It's a million square feet, which is a lot of square footage for our data center, that covers 85 acres.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

Now, an acre is big.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

Most homes sit on a quarter of an acre.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

And you can pack a lot of server blades in a quarter acre.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

But 85 acres, of course, it has lots of other

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

things that have to be supplied to it, including parking lots for everybody who's gonna be working in that data center.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

But anyway, this is just an idea of the scale of the data centers that are being built out.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

It's not just Microsoft who's building their own set of data centers.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

There's many other players out there doing that.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

So it's one of the major construction projects in the world.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

Now I wanted to talk about what those data centers, let's just take a second, what those data centers actually cost to operate.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

Most of these data centers are not used for training data.

The Daily AI Show
GPT-5.1 Gets a Personality, Digital Twins Rise, and AI’s Cost Crisis

our training models, they're used for inference, right?