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Eve Bodnia

๐Ÿ‘ค Speaker
495 total appearances

Appearances Over Time

Podcast Appearances

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So the way if somebody would tell me and I were an engineer how to design such robots,

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

I would say, okay, what kind of data we have available?

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

We have probably the language part, which is, you know, people talking to me.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

And we also have the visual part.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

We also have sensors measuring the distance, how far you are from things.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

You probably have like an input from like overall environment around you.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So you can adopt your behavior and you're like moving your body around.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So you can have a bunch of input information out here and you also have a purpose.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So what kind of robot is it?

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

Is it going to be, I don't know, your house cleaner or something else?

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So the purpose is going to define how much and what kind of interaction you're going to have.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So if it's a robot who is taking care of a sick person and this person just leaves themselves and they don't have a caregiver,

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So they're going to have a set of routines and they probably should be communicated using language, but it's also, they should be having ability to like evaluate what's around them.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

Is this person in danger?

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

Should I call 911?

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

You know what I mean?

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

It depends on the purpose.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So this is why it's important to have all of these ingredients in place and be combined in the way and making sure it's functioning the way it's meant to be.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

So LLM alone cannot do this.

The Neuron: AI Explained
Why Energy-Based Models Could Be the Next Big Shift in AI

And it's also like very expensive.