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Grant Harvey

๐Ÿ‘ค Speaker
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6371 total appearances
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The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

And would you ever have the AI be the one doing the what word to look up at some point?

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Like, are you bullish on that idea?

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Absolutely.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Or is this a hallucination?

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

How would you know that?

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Actually, speaking of robots, unless you have another trade-off.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Go for it.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

My concern with that approach, though, is that the current language models, they have a limit to their context, right?

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So you must be using something else, or you can tell me what you think about this.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

If you have this giant database of all this different molecular data, how do you make sure that it's considering absolutely everything when it's going to work here?

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Do you get what I'm saying?

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

It's considering everything in terms of.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Like basically how do you prevent loss from happening with the context window when you're running an agent through this data?

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

I guess what I'm wondering.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

And that makes sense because when you're doing a more specific run, you have a more constrained problem space.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So you're like, okay, we know it needs to focus in this area because we're looking for this chemical property.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

That makes sense.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Yeah, I guess that was the thing that was throwing me off is like, I know LLMs have a context limit of a million.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So you can't necessarily put all the chemical data in the world in LLM and expect to get that.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Yeah, yeah, yeah, yeah, yeah.