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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

What's like,

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

the fundamental laws of nature and become a professor and I just made the decision maybe when I was like around 11 years old and since then my whole life I was like trying to optimize for finding the best people the smartest people around me so I can learn from them and like the best resources available for this so I

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

Moved a lot with my family and ended up being in the Bay Area.

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

I went to UC Berkeley for my undergrad and I met Professor Daniel McKinsey.

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

Hi, Dan.

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

He was like so deep into dark matter, but also he was focused on just general like understanding how

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

symmetries and how the symmetries work and how it's applied to describe the laws of nature.

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

So it was not just dark matter, it was mainly the particle physics, which is one of the most fundamental areas.

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

And I was attracted to mathematical foundations of it.

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

And eventually, once you expose the different areas, you start seeing the patterns.

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

And I was like, well, I kind of like understand a little bit how particle physics works and the same mathematical methodology can be applied to like how brain works.

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

Well, there's some frameworks, like not every framework, but some frameworks can be applied how the brain works.

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

And once you start questioning how the brain works, you're naturally questioning what is intelligence and how it works.

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

And I met Michael Friedman, who was back then at Google Quantum AI, and we had collaboration at UC Santa Barbara during my PhD year.

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

And he just shared, like, Eve, what are you doing with brain chip development space?

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

We're also doing the same in AI space.

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

And we started naturally talking about it.

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

And I'm like, well, maybe there is some fundamental laws describing intelligence just from the physics perspective rather than traditional computer science techniques.

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

And I just went deeper and got an idea of

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

sort of what is energy-based models are, but in my own mathematical language.