Andy Halliday

And you're right.

You're right.

The highest costs are around 200 million for Gemini Ultra.

But the reason I threw out the billion thing is that

The most major research papers and leaders in the market, including from Anthropic, suggest that training runs approaching a billion may begin to occur as soon as 2026.

They will exceed a billion dollars by 2027.

Now, the training costs, you know, for the marginal cost of the

training run itself does seem like a tiny fraction of what it costs to mount the data centers that are sufficient to do a training run and also then provide inference access for that model once it's trained.

But you're right, I shouldn't just throw out a billion loosely like that, because it's only on the order of a quarter of that that the largest frontier models have spent, that we know of to date.

Yeah.

Okay.

I'm going to move on to another news item here.

Okay.

This is news you can use.

So Claude.

Our anthropic, Claude, has just shared a new link that is at slash, so claude.com slash resources slash use dash cases.

And I looked at that this morning.

It's pretty compelling.

Actually, I could share my screen here and you can look at it with us.

Let me put that up.