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One pattern shows up again and again: the more you have, the faster it changes. Twice the bacteria divide twice as fast; twice the cash earns twice the interest; twice the radioactive atoms decay twice as quickly. That single sentence — rate proportional to amount — is the equation dy/dt = k·y, and its solution is the exponential curve.