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This one is like looking the universe into its soul.

Btw, can the game of life (at least in theory) simulate chaotic systems like a double pendulum?

Cellular automata in general can exhibit chaos

It's Turing complete, it can simulate anything any other Turing equivalent machine (e.g. a PC) can.