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Stephen Wolfram

πŸ‘€ Speaker
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4069 total appearances
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Podcast Appearances

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

Let's have a formal theory about that.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

And so there'd been this 300-year run of using mathematical equations to describe the natural world, which have worked pretty well.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

But I got interested in how one could generalize that notion.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

You know, there is a formal theory, there are definite rules, but what structure could those rules have?

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

And so what I got interested in was let's generalize beyond the sort of purely mathematical rules.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

And we now have this sort of notion of programming and computing and so on.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

Let's use the kinds of rules that can be embodied in programs and

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

to as a sort of generalization of the ones that can exist in mathematics as a way to describe the world.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

And so my kind of favorite version of these kinds of simple rules are these things called cellular automata.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

And so typical case... So wait, what are cellular automata?

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

Fair enough.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

So typical case of a cellular automaton, it's an array of cells that

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

It's just a line of discrete cells.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

Each cell is either black or white.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

And in a series of steps that you can represent as lines going down a page, you're updating the color of each cell according to a rule that depends on the color of the cell above it and to its left and right.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

So it's really simple.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

So a thing might be if the cell and its right neighbor

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

are not the same and or the cell on the left is black or something, then make it black on the next step.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

And if not, make it white.

Lex Fridman Podcast
#89 – Stephen Wolfram: Cellular Automata, Computation, and Physics

Typical rule.