lossfunction.org

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DNA = frozen neural network. Genetic code = compressed dataset of 3.8 billion years of evolutionary learning. DNA updates through reproduction (slow), not backpropagation (fast). Evolution 'froze' working principles in DNA, left fast adaptation to neural plasticity. Genome : weights :: epigenetics : fine-tuning :: learning : inference.

Not This

NOT literal equivalence. DNA has features NNs don't (error correction, repair mechanisms, horizontal gene transfer). Analogy useful for INSIGHT, not for engineering DNA as if it were a neural network.