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

Dr. Jeff Beck

๐Ÿ‘ค Speaker
455 total appearances

Appearances Over Time

Podcast Appearances

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

There's a lot of disagreement there.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

That's just my take.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

But it certainly has a lot of the features that we associate with associative cortex, right?

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

Wow, I just said three different uses of the word associate in that sentence.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

But I think you see what I mean, right?

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

Yeah.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

It was all about, like, taking old capabilities, right, combining, you know, simple models and modules to create something that was more complex.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

And then over time, right, so that was what made the brain work, right?

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

It was all about taking little things that worked and combining them in new and different ways in order to evolve things.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

effectively emergent properties, emergent computational abilities, and an emergent understanding of the world in which we live.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

I do think that when we get to the point where we start really saying, oh, this is actually truly intelligent, it's going to have that feature.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

It's going to have a modular description of the world, and it's going to have the ability to combine those modules in a way that creates a more sophisticated understanding.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

It's like Legos, right?

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

The Lego bricks all connect in certain ways, and I can build all sorts of new and amazing things that were never built before out of them.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

That's the capability that we have.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

And that's the essence of creativity.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

It's why I refer to systems engineering as the thing we really want our AI models to be able to do.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

Yeah, I think that's absolutely correct.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

Specialization is great.

Machine Learning Street Talk (MLST)
VAEs Are Energy-Based Models? [Dr. Jeff Beck]

In fact, I would argue that specialization is how we got all of this.