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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

So, again, I think it's good to go back to an analogy and think about a time when doctors didn't know that looking at the molecules inside of blood was valuable because that was true 100 years ago, maybe even to the 40s.

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

I've got a bunch of blood, whatever, right?

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

Like, I don't know if there's anything interesting in it.

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

Blood is blood, yeah.

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

Exactly.

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

It's like, oh, you've got too much blood.

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

Get rid of it.

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

So there was a study that was run, a very profound study called the Framingham Heart Study, and it's named after the town of Framingham, Massachusetts.

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

And what they did-

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

is they looked at heart disease of basically everybody in the town.

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

They just tracked and measured the things that they knew at the time were indicative of heart disease.

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

And then they did a smart thing, which is they just collected as much data as they could, even if they didn't know what to do with it at the time.

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

One of those things was they took blood samples and they froze them.

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

And when they went back much later and they looked at that blood and they knew who had heart disease, who didn't have heart disease, they found a few things over time.

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

They found that this thing called cholesterol wasn't actually that great for your heart.

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

In fact, a subtype of cholesterol was the worst.

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

And they found that there is this molecule, you know, this class of molecules called statins that actually were really good for preventing heart disease.

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

And they found a whole host of other things.

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

It's called bioprospecting.

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

People still do it today.