So I made one.

This is a toaster, and a toaster is very different from a computer.

This is an autonomous machine.

Let's pretend right here we have a machine.

We had so many motors, you know, aligning the joints, and those kinds of things.

YES, BUT NOT THESE BABOONS AROUND HERE. THEY'D THROW IT AWAY.

That is the signal broadcasting system sending out the stop signal.

You may check me for rain if you like, Counselor, but I assure you there is no water ...

Welcome to the machine learning unit.

The machine works by itself.

Most of my spam I never see, but who knows what's going to happen with the future?

The machine is basically a gigantic magnet,

Hopefully that doesn't confuse you too much.

This machine is inferior to that one in durability.

Reading and writing is utterly useless.

And even before that people had looked at building mechanical systems.

lot of pattern matching.

There's books written about it and courses taught about it.

The calculator... A machine!

To make sense out of the data, to extract information from the data, machine learning is the discipline to go.

Now, we want to figure out what this 4 times 23 is.

Machines making machines.

They pointed out that, I believe it was between 30 and 50 years from today, they will be steering cars by wire, without all that mechanical stuff.

Was due to mechanical failure?

Mechanical failure. correct.

I have quite an unusual education and professional background.

(Applause)

The term I use in the book, I call it the ego trick.

This fall quarter, Stanford University will be offering online for free, the Machine Learning class that I teach.

So that we can get a sense of what we can expect them to do.

Yes, sir.

Well, do you ever need to give robots respect?

Tom is studying to be a mechanical engineer.

We'll try another one.

What happened?

Of course, it's this big.

This machine is superior in quality to that one.

No epsilons, no ambiguity.

This is a bit of an art form here.

This is a device that lets you see your music.

I want to kind of go back to the intuition.

So we need machines and they need us. Is that your point, councillor?

My equipment.

A machine.

Then, they align their machines to the same position and finally cycle through the identical operations to achieve identical sequences.