Cassie Kozyrkov

It's incorrectly attributed to Hemingway.

It is, for sale, baby shoes never worn, right?

And unless you're Walmart and then you're like, it's a good thing I'm selling you shoes.

They've never been worn.

But similarly, sad short story in six words about AI bias.

AI bias, inappropriate examples never examined.

Someone put in some garbage data, and now we built systems, patterns, whatever, automating based on it.

Okay, but we're still in the 2010s here.

We need to move towards the future.

What if we could take this concept of examples and turning them into recipes for machines to follow, and we could apply that to a very specific application?

We've got one, we've talked about computer vision, figuring out whether there's cats in your photos, you know, or automated passport control, do you match your passport photo or whatever else.

What if the thing that we solve is the universal interface for human collaboration?

Do we know what that's called?

It has one word.

What's the universal interface for human collaboration?

Language!

I love it, language.

Language.

If we have no language, and language can be gestures, and language can be pictures, and language can be words, but if we have no language, we are not going to be able to collaborate with one another.

Nor are we going to be able to collaborate with machines.