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Alex Wiltschko

๐Ÿ‘ค Speaker
909 total appearances

Appearances Over Time

Podcast Appearances

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

Corey Grant, it's awesome to be here.

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

I'm excited to chat.

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

So, I mean, let's talk in analogies.

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

What does it mean to digitize sound, which is what we're all experiencing right now?

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

There's three steps.

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

Take the physical world, which is vibrating airwaves, and turn that into a digital signal.

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

So that's what a microphone does.

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

That had to get invented at one point, right?

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

Initially, that was literally changing those pressure waves into grooves of a needle carving into a piece of physical material.

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

Step number two, encode and reason about and then decode that signal, right?

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

So now we have MP3.

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

It's a way of compressing and understanding audio.

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

We've got audio editors.

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.

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