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Today, logarithms are more important than ever. They bridge algebra, geometry, information theory, and modern computation. A single idea from 1614 continues to shape the world. In computing, logarithms measure complexity, compress data, and stabilize algorithms. In machine learning, they appear in loss functions, softmax, entropy, and neural ...
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