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Grant Harvey

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8113 total appearances
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Podcast Appearances

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Should we be thinking about them the same way?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

How do we compare them to a traditional language model?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

It's kind of funny.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Basically, what you're talking about is instead of scaling the amount of GPUs widely, it's like, let's scale the amount of tokens that we're actually dealing with at a certain time.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

And then you can do less on a GPU.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

That's awesome.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

So why wouldn't all the big labs like immediately switch to this?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Like if it's that much more efficient?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Because I guess they have to train it.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

They don't have the same skills that you do.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

What's your thought?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

That's cool.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Yeah, I was wondering, like, I've always wanted to ask a researcher this.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Have you seen anything over the past year or like six months even that has lit you up in terms of like, ooh, this could be a good alternative for that memory context problem?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Or are you like, we still haven't seen anything that's even close?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Although I will say with that equation, being able to work in parallel, I think makes you maybe perhaps make those trade-offs or you can make some of those calculations more efficiently.

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

Would you agree with that?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

If that makes sense?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

How does this work in a Gentic context then?

The Neuron: AI Explained
Diffusion for Text: Why Mercury Could Make LLMs 10x Faster

How would it be different, let's say, in something like Cloud Code, where it's going out, it's doing a bunch of tool calls, it's reasoning.