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Hand-coded weights (constructive proofs are valid — they show the architecture can represent addition)

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That’s another well established pattern in Modular Design. It’s about putting together code that is highly related to each other and by implication separating unrelated code into other modules. High Cohesion discourages spreading the knowledge (e.g. of particular logic) among many modules, because it increases complexity and cognitive load. It’s easier to reason about the code that is closer to each other than scattered throughout the system (coupling inside the module is not such a problem).

of the Polynomial interpolation theorem:

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