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The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Yeah.

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

That's right.

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Because that's sort of like how the hippocampus works, right?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Where it's like...

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

I'm going to do a terrible job.

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Does that mean that it's also more interpretable at some level?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Like you can kind of understand what it's going to do or no?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Well, then I guess what I want to know now is, so, you know, you've proven this BDH works at GBT2 scale, as I read, with 1 billion parameters.

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Is that correct?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

What's the path to scaling it to, say, 100 billion parameters?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

What needs to happen to get there or grow larger?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Let's say, for example, it's learning something really complicated, like where it's I mean, you you you're a complexity scientist.

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

You know more about this than I do, but something like really complicated.

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Does it at some point run out of brain power or how?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Because I'm used to thinking of parameters as this thing that's like, oh, this is like it can retain a lot more information.

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Like and if this thing is just continuously running, at what point does it reach its limit of what it can think of?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Or do we just not know that?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

What's the roadmap then?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

Are we thinking we're going to be Lego blocking a bunch of different models together?

The Neuron: AI Explained
Inside Pathway’s Brain-Like AI: Zuzanna Stamirowska on Continual Learning, Memory & Real-Time Reasoning

I mean, as far as the company goes, where do you see this going in production?