You can use any number to describe exponential curves, but using e as a base gives you an exponential curve with an advantage: its slope at any point is much easier to calculate than the others.
It’s like assuming 1 for the hypotenuse when you are teaching trigonometry: it simplifies the equations so it’s easier to move on.
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