Menu
Sign In Search Podcasts Charts People & Topics Add Podcast API Blog Pricing

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

Okay.

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

And then, and then second thing is that you don't fire up the entire model every time, but you fire up all need those guys who are connected and who care.

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

And for most cases, you, yeah, you don't fire up the entire brain.

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

I guess when you fire up the entire, like, I don't know how much brain people are using, but I mean...

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

Small percentage, right?

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

At any time.

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

But that's exactly the point.

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

Why would you be using the full thing?

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

Not for every task, right?

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

Exactly.

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

You may have some that are more specialized in something.

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

Cool thing, however, like with our heads, what we're not capable of doing is that we cannot exactly glue two braids together.

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

It would be very difficult.

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

And with those models right now, since they scale only with number of neurons, so there's just this one dimension, so something we're showing in the paper, we can actually glue two separately trained models together fairly easily.

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

And they become one.

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

Ooh.

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

So we showed in the paper, we have like one model trained in one language, the other one trained in another language.

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

We just put them together even without leaving them, you know, to train a bit.

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

They actually start producing sentences that mix up the two languages pretty well.