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Single Binary Operator Unifies All Elementary Functions

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Why it matters

This breakthrough demonstrates that a single binary operator (eml = exp(x) - ln(y)) can generate all elementary mathematical functions, mirroring how NAND gates unify Boolean logic. The discovery challenges long-held assumptions about mathematical foundations and enables new approaches to symbolic regression and function discovery from numerical data. The uniform tree structure makes it suitable for gradient-based machine learning to recover exact closed-form formulas.

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eml operatorelementary functionssymbolic regressionbinary operatorfunction discovery

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