Penicillin was discovered in 1928, but even by 1940, no commercially and medically useful quantities of it were being produced.

This is about food and water, soil and climate, the basic practical and economic foundations of our lives.

we could look into that. yeah.

As serviceable a staircase as I've ever seen, sir.

Now this quest started four billion years ago on planet Earth.

We're now going to move from real biological data to biogenerative algorithms that create artificial nature in our next artistic and scientific installation.

In other words, race has no basis in biological or scientific fact.

Then it deserves protection.

So what about the next step?

By some biological or psychic mechanism

Oh my goodness. Here we go again,

That's the Apple background, we stole that because we didn't have time to build our own.

I don't think anything is really B.

So it's very physically easy for us to imagine.

In general we don't try to please the customer here.

This might be too big for practical purposes.

like flying and walking and so forth.

But these protocells satisfy these general requirements of living systems.

In fact, people will act to punish cheaters, even at a cost to themselves.

This is how it should work.

Evolution acts as a sieve. It sieves out the bad variation.

And I'll say, Hmm, not sure. I'll think about it roughly.

A theory, but a good one.

And this isn't really going to be a finance video.

Observation is a passive science, experimentation an active science.

learning algorithms.

OneD Biological Sequence Viewer

And the beginnings of the field were in artificial intelligence, imagine processing, and in pattern recognition.

He was a sophomore volunteering for psych experiments.

Graphical utility for analyzing electrophysiological data

Number 1 is we're going to teach customer development.

And I think you'll see that these, in some ways, are the most fun differential equations to solve.

Mice, of course, are the quintessential model organism.

Here's a third use.

I've gone back to the history of the first cities

Aristotle, in particular, he was not amused.

Or if you light it from above, it becomes more solid.

Yes, that's already cool.

So this is the great paradigm.

We're similar at the genetic level.

Biologicals here.

Well, the answer is explained by Newton's Second Law.

And the message I want to leave you with is, consciousness has to become accepted as a genuine biological phenomenon, as much subject to scientific analysis as any other phenomenon in biology, or, for that matter, the rest of science.

That's not a sexist question, it's a practical question.

It's kind of the model that has worked in other contexts.