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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

I have kids and, you know, I see it's already out there.

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

It's interesting.

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

I'm curious what's going to happen with the educational system in general and how people are going to navigate this.

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

You mean if somebody wants to create their own model with Kona?

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

Well, Aleph is just the agentic layer specifically for the parts where you need formal verification, so we use it for CodeGen.

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

Like it was our internal tool, which just got out and we tested on Putnam and people saw like, oh my God, it actually solves Putnam and we like made it a little bit public.

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

But at first it was like never meant to be the public because it was not like good to go for the actual code generation use case.

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

Got it.

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

Yeah.

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

It's going to be a journey for us to see.

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

Before we give it to just people we don't know, let's say we want to understand where the boundaries of this, like how it's scaling, what's the issues, what it's good at, what it's bad at.

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

And it's just for the sake of safety because you don't want to create something wild and then put out there in public and people start doing crazy things with it.

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

So we just want to understand, know it, and figure out what's safe.

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

And then we can put it out there and maybe attach API to it.

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

And then people could start building on top of it.

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

But we're not at this stage yet.

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

Yeah, I think that to me personally, the missing part was missing is the idea of the latency space for AI.

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

And latency space is something like literally like your brain latency space.

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

It's some part of your brain which keeps the task on the back of your mind.

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

And you just...