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Compiled Neuro-Symbolic AI (NSAI) utilizes a 'NeuroSymbolicLoss' function that incorporates symbolic reasoning into the neural network's loss function to ensure that model predictions align with symbolic logic or predefined relational structures while minimizing prediction error.

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