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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

We don't want to have to stick a needle in young people or in old people.

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

And we also want our answers almost instantly.

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

And so we have to use not the molecules circulating in the liquids inside of us, but the molecules that are always escaping through our skin.

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

We want to tap into that.

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

We know that air is data and we just call that smell.

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

That's the tag that we use for the data that's in the air that we detect.

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

Why don't we go start to collect a database of that?

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

So that's the real missing piece.

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

Now, once you know what you're looking for and you start to correlate the data that we constantly exhaust with disease or with health states,

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

You have to build a device which anybody can have and hold that can tap into that.

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

And you actually probably use different technologies for collecting the gold truth data versus the stuff that's pervasively available.

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

So we're probably at the state now where we can do a Framingham study for cents.

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

We're not at the state technologically where anybody can have a device the size of a coffee cup or a cell phone that can actually detect that.

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

You'd still have to go into the laboratory.

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

We have devices that are pretty good, and they're about the size of two shoeboxes, but we don't know because we haven't done the dataset collection.

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

We don't know if they're good enough for disease detection.

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

So there's still more work to be done.

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

Yeah.

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

Boy, I mean, here's what I've learned about smell over working on it and thinking about it for a while, which is what's on the inside gets to the outside.

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

And there's a reason why a big chunk of the middle of our face is dedicated to analyzing it.