11 oktober 2025
22 min
EP22 - Generative AI Part 1: GAN and VAE Creative Architectures
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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AI Deconstructed
Visar 1–10 av 25 avsnitt
30 oktober 2025
EP25 - The Alignment Problem: Ensuring a Safe and Beneficial Future
43 min
25 oktober 2025
EP24 - AI Ethics: Decoding Algorithmic Bias, Fairness, and Accountability
34 min
18 oktober 2025
EP23 - Generative AI (Part 2): Diffusion Models and the Art of Denoising
39 min
4 oktober 2025
EP21 - Large Language Models and The Power of Scale
32 min
27 september 2025
EP20 - The Transformer Architecture: Attention is All You Need
28 min
20 september 2025
EP19 - Robotics and Embodied AI: Giving AI a Body
40 min
13 september 2025
EP18 - LSTMs and the Vanishing Gradient: Solving AI's Long-Term Memory Problem
33 min
6 september 2025
EP17 - Recurrent Neural Networks: How AI Learns to Remember the Past
45 min
30 augusti 2025
EP16 - The CNN Engine: Inside Convolutional and Pooling Layers
45 min
23 augusti 2025
EP15 - The Convolutional Revolution: How CNNs Gave AI Vision
40 min