• Episode 2: The Foundations of Generative AI

  • Feb 15 2025
  • Duración: 21 m
  • Podcast

Episode 2: The Foundations of Generative AI

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  • Resumen

  • This podcast episode #2 , "The Foundations of Generative AI," explains the core models driving this technology. Generative Adversarial Networks (GANs) are compared to a forger and detective improving iteratively. Variational Autoencoders (VAEs) are described as creatively manipulating existing data. Large Language Models (LLMs) process massive text data to generate human-like text. Diffusion Models reverse a noise-adding process to create images. The episode concludes by illustrating these models' applications in tools like ChatGPT, Gemini, and DALL-E, and explaining the basic input-training-generation-output workflow of generative AI.
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