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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

The whole purpose is just to show people like, hey, there's a world around you.

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

It's not just language.

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

There's a lot more.

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

There's like spatial thinking involved.

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

And that was like the whole purpose because I realized like many people just don't see the difference.

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

And the model we designed is exactly for that.

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

It's not thinking it's any language, but it has its own vector abstract representation, like machine things in machine language, let's say.

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

It's not a technical term, but it thinks it's an own language.

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

And then you can have a choice, like, do you want it to be drawn in a form of image or in a form of video, in a form of language?

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

Or you might just want to continue thinking in the same way and talk to another software.

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

Exactly.

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

Well, voice is still a language, right?

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

It's just language in the audio form, so it probably makes sense.

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

But you don't have to do this.

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

The energy-based model we created, it just takes data and it maps it in its own abstract representation.

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

We call it energy landscape, and then you see all the scenarios at the same time and

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

the whole science becomes how do you navigate this landscape in the fastest possible way.

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

So in this case, we don't have any tokens at all.

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

There's no token.

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

It's token-free model, but the language can be attached to it.