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Zuzanna Stamirowska

👤 Speaker
570 total appearances

Appearances Over Time

Podcast Appearances

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

move how many bones they have in them and stuff.

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

Now it's just literally something to fly.

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

It needs to have like the surface of wings and there we go.

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

So we're looking at those kind of little, little neurons, little, like almost like particles that entities that, and they have links between each other and they, they're actually passing signals between them.

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

Oh, wow.

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

So this is, this is why you have connections.

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

You have this structure.

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

This structure we know has to be dramatically efficient.

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

Why?

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

Because, well, our heads are somewhat limited in space.

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

We walk on two feet and we kind of fall over, so our brains kind of get larger.

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

Right.

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

So it has to be very efficient.

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

We know it is very efficient in terms of power, but it does offer this kind of capabilities of lifelong learning.

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

Keeping kind of very like infinite context pretty much.

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

So we know that there exists a physical system that is capable of doing those kind of dragon-like things, right?

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

It's not fully impossible.

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

So this we know.

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

The question is how to make it work and especially how to make it work on the hardware that we have right now.

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

And you always have to work with the hardware that you have, with the materials that are possible whenever we see big technological shifts.