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Corey Knowles

πŸ‘€ Speaker
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9193 total appearances
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Podcast Appearances

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

I understand that that might be asking too much.

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

Oh, that makes so much sense.

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

You know, we keep thinking about this idea that there is this whole world out there that is eventually going to have to be understood by them.

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

That one of the big differences between like an LLM and...

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

us, is that we have this experiential knowledge, all of this spatial stuff that they do not have in the same way.

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

Do you see, after saying that, do you see that EBMs are a piece of this, maybe the cognitive hole that becomes AGI at some point, that maybe there are multiple elements to such a thing?

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

I'm sorry if that's a little out there.

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

Same is true of people, I would say.

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

I mean, whether it's people or LLM, it seems like everything has, here are areas where we're really good and here's something silly that we're just awful at.

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

That's a great question.

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

All of the different times we've pushed the bar further away on AGI.

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

Like for human interaction?

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

I'm always joking that one of these days our kids will look back and think, you let people drive you in a car?

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

be cool if it was.

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

I have a question.

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

In thinking about EBMs as not requiring the GPU load and all of the other things that are involved, when I think about that in a hybrid scenario like we were discussing with an LLM, that feels like a solution that could lead to much greater efficiency and more sustainable performance

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

AI in the long run?

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

Is that a stretch or am I on the right track?

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

That's a great question.

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

I would say both environmentally and financially.