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First Principles is the podcast that deconstructs the complex, invisible systems shaping our modern world. Ever wonder how a social media algorithm works, how AI really thinks, or how GPS knows your e... more
FAQs about First Principles:How many episodes does First Principles have?The podcast currently has 60 episodes available.
May 01, 2026EP60 - AlphaFold and the Origami of Life: Solving Biology’s Grandest PuzzleFor fifty years, biology faced a paradox that stumped the world’s brightest minds: how does a simple one-dimensional string of genetic code instantly fold into a complex three-dimensional machine? This episode deconstructs AlphaFold, the AI breakthrough that cracked the code, revealing how geometric deep learning and evolutionary history are rewriting the future of medicine....more25minPlay
April 24, 2026EP59 - The Universal Eye: How AI Learned to SeeWe treat it as magic when an AI looks at a photo of a refrigerator and invents a recipe, but how does a text model process light? This episode deconstructs the Vision Transformer and the shared latent space, revealing how engineers taught language models to read reality itself....more17minPlay
April 17, 2026EP58 - Racing the Light: Deconstructing High-Frequency Trading and the Physical LimitWe often imagine the stock market as a chaotic floor of shouting traders, but the real action happens in silent server farms at speeds closer to the speed of light than human reaction time. This episode dismantles the black box of High-Frequency Trading to reveal how fiber optics, microwave beams, and customized silicon are waging a war against the absolute boundaries of physics....more29minPlay
April 10, 2026EP57 - The Density of Air Deconstructing 5G and the Physics of ConnectivityWe take the invisible internet for granted, but the radio spectrum is a finite resource that is running out of space. This episode deconstructs 5G not just as a speed upgrade, but as a fundamental reimagining of physics, exploring how engineers learned to bend waves and carve the air to keep the world connected....more21minPlay
April 03, 2026EP56 - The Amnesiac Genius: How Retrieval Augmented Generation Anchors AI in RealityGenerative AI can write sonnets and code, but it often invents facts and hallucinates answers. We deconstruct Retrieval Augmented Generation, or RAG, the architecture that solves this problem by separating the reasoning engine from the memory bank, transforming a creative fabulist into a reliable expert....more25minPlay
March 27, 2026EP55 - The Ghost With Hands: How Agentic AI Escapes the Chatbot BoxWe’ve grown used to AI that can write poetry or summarize history, but these systems have always been trapped behind a glass wall, unable to actually touch the world. This episode deconstructs the architecture of "Agentic AI," revealing how engineers are giving language models hands, eyes, and the terrifyingly complex ability to plan, transforming them from passive talkers into active doers....more26minPlay
March 20, 2026EP54 - The Pause Before The Answer: How System 2 AI Learned to ReasonWe are witnessing a fundamental shift in artificial intelligence, moving from models that instantly mimic human speech to ones that deliberately ponder complex problems. This episode deconstructs the rise of "reasoning models," exploring how the simple act of slowing down and utilizing "chain of thought" processing is unlocking a new era of cognitive computing....more25minPlay
March 13, 2026EP53 - God Mode: Inside the Infinite Logic of the Video Game EngineWe treat video games as seamless, living worlds, but underneath the dragons and spaceships lies a frantic, high-speed juggling act of math and logic. This episode peels back the texture maps to reveal the Game Engine, the invisible software layer that simulates gravity, light, and reality itself sixty times every second....more25minPlay
March 06, 2026EP52 - Magnetic Resonance: How We Learned to Listen to the Body’s WaterYou lie still in a narrow tube, surrounded by a deafening, rhythmic clanging, while a machine sees through your skin and bone without ever touching you. It feels like magic, but it is actually a symphony of quantum mechanics and superconducting magnets. In this episode, we deconstruct the MRI to reveal how we trick the water in your body into singing a song that a computer can turn into a map of your insides....more27minPlay
February 27, 2026EP51 - Bottling the Star: The Impossible Physics of Nuclear FusionWe have spent decades chasing the holy grail of energy: a way to power our civilization using the same mechanism that lights the stars. But why has Nuclear Fusion, the promise of infinite and clean power, remained perpetually twenty years away? We strip away the science fiction to reveal the violent, subatomic reality of trying to trap a sun in a magnetic bottle....more25minPlay
FAQs about First Principles:How many episodes does First Principles have?The podcast currently has 60 episodes available.