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Alex Wiltschko

πŸ‘€ Speaker
1216 total appearances

Appearances Over Time

Podcast Appearances

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

So first, you got to read the physical world, then you have to map it.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

And then you have to write it back out again, right?

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

So that's what a speaker does, which is it takes those originally just grooves, but now digital signals, and then it moves a surface to recreate those airwaves.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

The important thing about all that is those three steps are wildly different.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

They're actually three different, totally different steps.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

Those are three different technology stacks that each operate under different physical principles, but you have to have them all.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

And so we're looking at digitizing the sense of smell, and we have to do all those three steps.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

We have to read the chemical world and turn it into digital signals.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

We have to map it, and then we have to write it back out again.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

In when we started doing this, I mean, I've been thinking about this problem for about 20 years and Osmo's been going for three.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

And before that, I was I was working on this problem at Google Brain for about six years.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

What's a little crazy is the ability to read the chemical world already existed.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

It was really good, actually.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

There's these things called spectrometers.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

It's what like CSI uses to figure out, you know, what are the different trace samples at a crime scene.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

And then the ability to write the chemical world back out again is also pretty good.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

There's these fluid handling robots that will move around ingredients and mix them kind of like an inkjet printer can mix inks.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

The part that was missing was the map.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

And that's been a super hard problem to crack.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

And again, let's think about vision.