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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

It can have some sort of prediction.

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

It doesn't have to be precise prediction, but it's a part of the planning, right?

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

So we as humans, as evolving, you have memory in your brain.

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

Your brain has like certain parts and certain hierarchy.

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

It communicates to each other.

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

There's short-term memory, there's long-term memory.

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

All of this is doing is helping you optimize for planning and prediction so you can survive.

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

And that's what makes us humans intelligent.

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

And it's the same idea here, right?

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

So there's going to be some evolution of AI.

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

If we wanted to interact with the real world, you need to have ability to plan and predict and adopt.

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

Because the world is a very, like, it can be pretty tough environment.

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

Like you can have different weather for self-driving cars.

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

This weather can be changing or it can be like manufacturing situations when there's something unpredictable came up and you need to be able to respond to this quickly.

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

And that's what makes it safe, right?

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

How quickly you can respond to this changing environment, how quickly you can adopt your intelligence to it.

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

So to me, if you have this ability, this is maybe your general form of intelligence, which is ready to evolve.

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

Maybe that's my definition of AGI.

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

Maybe, but you also need to be able to preserve the task, right?

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

If you just adopt for no reason, there's no point.