The field of artificial intelligence (AI) has undergone transformative shifts, particularly in how machines process human language. Natural Language Processing (NLP) and Large Language Models (LLMs) are two key milestones in this journey. The advent of transformer technology has marked a clear “before-and-after” moment, revolutionizing AI’s ability to understand and generate language.

This article explores the transition from traditional NLP to LLMs, highlighting how these innovations have shaped the capabilities of modern AI.

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