AI Deconstructed
AI Deconstructed PodcastAI Deconstructed demystifies the complex world of artificial intelligence. We break down everything from neural networks to large language models into simple, understandable episodes. Whether you're a student or just curious, join us to learn how AI really works, one concept at a time.
| Publishes | Weekly | Episodes | 26 | Founded | 7 months ago |
|---|---|---|---|---|---|
| Category | Technology | ||||
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Latest Episodes
In our series finale, we tackle the most critical challenge in artificial intelligence: the alignment problem. As AI systems surpass human capabilities, how do we ensure their goals, values, and objectives remain aligned with our own? This episode ex... more
AI systems are not neutral. This episode moves from technical mechanisms to societal impact, exploring how algorithmic bias arises from human data and design. We will deconstruct real-world cases of AI-driven discrimination in hiring, justice, and he... more
We deconstruct the generative AI revolution behind DALL-E, Midjourney, and Stable Diffusion. This episode explores Diffusion Models, explaining the elegant, two-part process of destroying an image with noise and training a network to meticulously rev... more
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 Autoencoder... more
This episode moves from the Transformer architecture to the models that define our era: Large Language Models (LLMs). We explore how the simple act of "next-word prediction," when combined with internet-scale data and massive compute, leads to the su... more
This episode deconstructs the 2017 paper that revolutionized AI. We go "under the hood" of the Transformer architecture, moving beyond the sequential bottleneck of RNNs to understand its parallel processing and the core mechanism of self-attention. L... more
We move AI from the abstract world of data to the physical world of matter. This episode deconstructs Embodied AI, exploring the deep connection between intelligence, a physical body, and real-world interaction. Discover how robots use perception, pl... more
Simple RNNs are fatally flawed; they have the memory of a goldfish. This episode dives "under the hood" to diagnose the "vanishing gradient problem" that causes this amnesia and systematically deconstructs its solution: the Long Short-Term Memory (LS... more
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AI Deconstructed launched 7 months ago and published 26 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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