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There are other ways to combine pendulums that produce chaos: complicated, irregular motions.
Here we are seeing 2-dimensional shadows of curves that explore a large region of the 4-dimensional phase space!
The harmonograph, by contrast, produces the simplest, most regular curves.
Its motion is completely integrable: the position and velocity of each pendulum moves around a circle or ellipse.