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Jaden Schaefer

๐Ÿ‘ค Speaker
6788 total appearances

Appearances Over Time

Podcast Appearances

AI in Business
XAI's Radical Plan: Data Centers In Space

A couple of things that I wanted to say from a technical standpoint and some of the things that are tricky in all of this.

AI in Business
XAI's Radical Plan: Data Centers In Space

So basically, early orbital deployments are more likely to focus on inference rather than full-scale training, right?

AI in Business
XAI's Radical Plan: Data Centers In Space

So these data centers up there, they're not going to be doing full-scale training.

AI in Business
XAI's Radical Plan: Data Centers In Space

They're probably going to be doing inference, which is just when I'm chatting with talking to chat GPT, it has to run inference to...

AI in Business
XAI's Radical Plan: Data Centers In Space

basically give me my my answer.

AI in Business
XAI's Radical Plan: Data Centers In Space

And that's what they're probably going to do.

AI in Business
XAI's Radical Plan: Data Centers In Space

So inference workloads, they can run on smaller GPU clusters, and they can tolerate distributed architectures a lot more easily, right.

AI in Business
XAI's Radical Plan: Data Centers In Space

And so, you know, there's not like one giant data center in space, it's going to be a ton of these little tiny satellite data centers all linked together.

AI in Business
XAI's Radical Plan: Data Centers In Space

And because they're distributed like that, you have to have unique architectures that can actually make that function.

AI in Business
XAI's Radical Plan: Data Centers In Space

So I

AI in Business
XAI's Radical Plan: Data Centers In Space

Basically, that opens up some near term paths.

AI in Business
XAI's Radical Plan: Data Centers In Space

There's like, you know, you can imagine like customer service agents, generative media workloads, AI assisted software tasks, which could be computed in orbit and then powered by continuous solar panel, that kind of stuff all makes sense.

AI in Business
XAI's Radical Plan: Data Centers In Space

But at the end of the day, as one engineer put it, a flop is a flop and it doesn't matter where it lives.

AI in Business
XAI's Radical Plan: Data Centers In Space

So if compute is, you know, fungible across terrestrial and orbital environments, companies like SpaceX and XAI can dynamically allocate where it's cheapest and most scalable.

AI in Business
XAI's Radical Plan: Data Centers In Space

If they have the capacity up there in space, basically.

AI in Business
XAI's Radical Plan: Data Centers In Space

then wherever, you know, if their servers are getting overwhelmed, their data centers are getting overwhelmed on Earth, even if perhaps it's a little bit more expensive in space, let's say, but they're overwhelmed here, they can shoot it up and use some of that, some of that compute power in space, right?

AI in Business
XAI's Radical Plan: Data Centers In Space

So they can, they can work their system that way.

AI in Business
XAI's Radical Plan: Data Centers In Space

And alternatively, they would just have to be going with a competitor, which would be upselling, upcharging them a lot, AWS or Google.

AI in Business
XAI's Radical Plan: Data Centers In Space

And so, you know, which have to add their own margins and markups.

AI in Business
XAI's Radical Plan: Data Centers In Space

So it probably,