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AI Deconstructed
AI Deconstructed

EP22 - Generative AI Part 1: GAN and VAE Creative Architectures

22 min•11 oktober 2025

Om avsnittet

We move beyond AI that analyzes and into AI that *creates*. This episode deconstructs the two foundational models of generative AI: Generative Adversarial Networks (GANs), which learn through a "forger and detective" game, and Variational Autoencoders (VAEs), which learn to create by mastering compression.

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EP25 - The Alignment Problem: Ensuring a Safe and Beneficial Future

43 min

EP24 - AI Ethics: Decoding Algorithmic Bias, Fairness, and Accountability

34 min

EP23 - Generative AI (Part 2): Diffusion Models and the Art of Denoising

39 min

EP21 - Large Language Models and The Power of Scale

32 min

EP20 - The Transformer Architecture: Attention is All You Need

28 min

EP19 - Robotics and Embodied AI: Giving AI a Body

40 min

EP18 - LSTMs and the Vanishing Gradient: Solving AI's Long-Term Memory Problem

33 min

EP17 - Recurrent Neural Networks: How AI Learns to Remember the Past

45 min

EP16 - The CNN Engine: Inside Convolutional and Pooling Layers

45 min

EP15 - The Convolutional Revolution: How CNNs Gave AI Vision

40 min

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