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

Eno Reyes

๐Ÿ‘ค Speaker
513 total appearances

Appearances Over Time

Podcast Appearances

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

We, we had no point wanting to build autocomplete or wanted to build an IDE, uh,

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

From the beginning, it was droids, fully autonomous systems.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Our mission when we first started and to this day is to bring autonomy to software engineering.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And so we built out the first droid prototype.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

It was a Slack bot that you could chat with and it would work on its own and come back to you.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And this is in 2023.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And so basically, no one had seen this sort of fully autonomous interaction form factor yet.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

But along the way, there were a ton of lessons.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

I think we were way too early with that vision of software development and interaction, both because the models weren't necessarily strong enough to do the breadth of tasks you wanted to do and required a bunch of harnessing, but also because people weren't used to that interaction pattern.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

It was surprising to us after like six to seven months, we got to this point where customers would say to us, you know, it's actually like working pretty consistently, but we're not really sure how to teach people how to use this interaction pattern.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And that made us realize that we needed to meet people a little bit closer to where they are.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And so then it evolved a couple of times to the current form factor that it has today.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Yeah, totally.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And I think that it actually goes back a bit further.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

My first sort of foray into deep learning and LLMs was in a research lab in undergrad that focused on computational models of cognition.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And basically, the thought process there was, you know, you want to be able to look at different ways that fMRI, EEG, brain activity interacts and see if you can model algorithmically

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

or with deep learning, how those interactions might play out.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Not to say we know exactly what's happening in the brain, but just to say, you know, we can actually imitate some input-output algorithm that clearly the brain is also executing.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And so there's some insight there, even if it's not the same thing.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And I found that to be, like, a really interesting idea.