And the other thing you might argue is,

Here, in this graph we have a number of different curves and the y axis here corresponds to percentage correct.

It also works for transmitting and communicating data.

If you look back at a recent 5 or 10 year history of machine learning.

And as an economist, we can also look at that side of the story. These are people who are productive agents in the economy.

So there had been a four fold improvement in performance, within a period of three years.

So office workers became programmers of spreadsheets.

It increases our openness to change.

You know, you all have smartphones, we're all connected to the web.

And then I asked for verification.

Reading improves the mind.

I can't believe it.

On average, we're able to throw it 30 m, but because there's randomness in the ball, we have a standard deviation of 5 m.

Temperatures up in the mid30s Celsius that's the mid90s Fahrenheit, tomorrow, maybe even hitting 100.

So, no surprise, there's lots and lots of waste. What you want to do is improve productivity with which we use energy.

But in any event, it's connectivity that leads to dependability.

Interfacing with the Internet, it gets smarter over the years.

So given that we know and should believe because Moore's Law's been, like, a constant,

Very good. It increases both dexterity and direction.

It's got a really nice action to it and a heck of a wallop.

And I've done this in three parts.

Sing to the farmers' rising yields

It's giving them access to affordable credit.

Production improves by becoming more automatic.

There's another way to look at this types of value propositions, kind of as a Venn diagram.

So, don't worry about, don't stress about that stuff. We've been doing this forever.

So it's the same way, like those action video games have a number of ingredients that are actually really powerful for brain plasticity, learning, attention, vision, etc., and so we need and we're working on understanding what are those active ingredients so that we can really then leverage them to deliver better games, either for education or for rehabilitation of patients.

You describe yourself, Philip, as someone who was really creative when you were young and, you know, liked to make things.

We're not digging out, but we might be diggin up.

They're doing it with IBM and the USDA, and they're putting it in the public domain because they want everybody to have access to this data, because they want everybody to help them make cocoa more productive and more sustainable.

So here they are.

And what you see is sort of a dosage function.

They work?

I have a lot more potential energy.

If this is 32, this is 33, this is 31.

Our functional testing, those little tests, all show that they're a lot quicker and a lot easier.

Hope is here. Yes we can.

So that's not the scenario that we're talking about.

Are you sure, Doctor?

What if he's moving the safe as a diversion?

Possible target for terrorists?

Does that happen?

This Wendy person, she has the diamonds?

We can't risk tunneling too close to the surface.

Now note how far the bubble has moved