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The Age of Generative AI - An Introduction
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A comprehensive introduction to Generative AI (GenAI), differentiating it from traditional and predictive AI by highlighting its creative capabilities rather than just analysis or prediction. It explains the foundational technologies like neural networks and Transformer architecture that enable GenAI to learn from vast datasets and produce novel content. The source also traces the historical evolution of AI, including the "AI winters," leading to the recent boom, and surveys practical applications across diverse modalities like text, image, music, and code generation, naming popular tools for each. Finally, it addresses the societal implications of GenAI, discussing its immense promise in productivity and innovation alongside significant perils such as inaccuracy, job displacement, ethical biases, and the urgent need for robust governance.
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