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Generative AI

Generative AI

Generative AI is the category of AI systems that create new content (text, images, code, audio, video, 3D) rather than classifying or analyzing existing data. The November 2022 release of ChatGPT marked the cultural and commercial inflection point that transformed generative AI from research curiosity to mainstream technology used by hundreds of millions of people within months. It's the category of AI that produces output rather than just labels or predictions.

The pre-ChatGPT history (compressed):

2014: Generative Adversarial Networks (GANs) introduced. First major generative image breakthrough.

2017: Google's "Attention is All You Need" paper introduces the Transformer architecture (the foundation for modern LLMs).

2018: Op...


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