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Episode 27: How to Build Terrible AI Systems

Vanishing Gradients

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Exploring Machine Learning Evolution and Augmented Generation

The chapter discusses the speaker's transition from mathematical physics to machine learning, exploring variational autoencoders, GANs, computer vision, and recommendation systems. It highlights the evolution of language models, emphasizing the efficiency of cursor-based interactions and the importance of prompt engineering for high leverage decision-making.

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