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Jon Quast

๐Ÿ‘ค Speaker
2605 total appearances
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Motley Fool Money
A New Trend in AI is Emerging: Efficiency

We can't generate at the scale that the hyperscalers are talking about.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

And there's data to back this up.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

30 to 50% of the data centers in 2026 will be delayed because of power shortfalls, according to a report from Sightline Climate.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

Morgan Stanley projects a 44 gigawatt shortfall through 2028.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

There are already some data centers in California that have been built, but not turned on because the grid needs some fortification.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

And this leads to an undeniable conclusion that the current path is unsustainable.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

We need something to change.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

We either need a power generation breakthrough, a compute breakthrough, or an AI model breakthrough.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

And I think that we're a long ways away from having a true compute breakthrough.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

or a power generation breakthrough, the AI model breakthrough is the easiest path forward.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

And that's what this thing with Google is potentially talking about.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

We've maybe come up with a more efficient model.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

That said, we do need to tap the brakes just a little bit when it comes to the memory requirements.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

So, some memory stocks are selling off because of this.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

The Google announcement only optimizes a small part of the memory needs, specifically the key value cache.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

It doesn't reduce the memory needs across the board.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

It reduces a fraction of a fraction, not a fraction of a whole.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

The memory imbalance will likely continue, in my opinion.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

Yeah, I want to build on this, Matt.

Motley Fool Money
A New Trend in AI is Emerging: Efficiency

You talked about taking emotions out of it.