The Drake equation organizes uncertain factors controlling the number of detectable communicating civilizations, while the Fermi paradox highlights the tension between plausible abundance arguments and the absence of confirmed evidence.
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The equation multiplies factors and therefore exposes which uncertainties dominate an estimate; it is not itself a predictive physical law.