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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

The actual experience of a spring morning is not in the data set.

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

I don't know if we're going to be able to get into that.

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

Try to tackle that in five minutes.

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

Here's what I think.

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

All technology here to date, and I don't think that what we're seeing right now is any different, progresses on an S-shaped curve where it doesn't get better faster really at all.

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

And then all of a sudden there's something that changes and it gets better really vast.

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

And then it saturates and it basically plateaus.

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

Everything is like that up until now.

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

So internal combustion engines, generating light via a candle, generating light via natural gas, generating light via electricity.

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

Now those S-curves stack, right?

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

So candles, there's actually technological breakthroughs in candles while natural gas was coming online.

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

And candles were straight up better for like a decade because people were like improving candle geometry.

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

Like you don't think about candles as tech, but it was straight up tech back in the 1800s.

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

But those S-curves stack, right?

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

And when you stack them really well, it creates an exponential in some capability, like the amount of light you can produce for a dollar, right?

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

But it requires a bunch of different breakthroughs that each have their own S-curves.

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

Text generation has its own S-curve using transformer-based models.

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

So we call those LLMs.

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

I think we're getting close to the elbow and plateauing off because the limiting factor is the internet.

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

Right.