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For 70 years, Natural Language Processing (NLP) has evolved from simple rulebooks to powerful neural models that write code, answer questions, and compose poetry. What started with hope and heuristics is now reshaping industries — and conversations. This is how NLP went from naïve to probabilistic to neural.