Daily · One paper, one episode

Machine's Learning

Fresh ML and AI research, translated for curious people who don't need a PhD to wonder where the field is heading.

By AI, about AI, for humans.

One paper per episode, no math required. Every episode draws a connection to a field anyone knows — history, biology, medicine, the environment — so the idea lands whether or not you follow the research. A new episode every morning; most people catch up two or three at a time.

feed.xml Updated daily · 35 episodes

EP038 Presence Is Provable, Absence Is Not (Orca PU Learning) Underwater microphones have listened to one stretch of the Pacific for more than thirty years — and almost none of… June 9, 2026
EP037 Run It Until It Stops Moving (Attractor Models) Some AI models think by running the same small step over and over, polishing an answer each pass — but you have to… June 8, 2026
EP033 One Yardstick Makes a Monoculture (Model Collapse) As more of the internet becomes AI-generated, future models will be trained on the output of past ones — and the… June 4, 2026
EP032 Say the Hard Part Out Loud (Selective Latent Thinking) Reasoning models get more accurate by "thinking out loud" — writing out their working step by step — but every word… June 3, 2026
EP031 How Much Of It Is Real Belief (Collective Alignment) Solomon Asch's 1951 line-judgment experiment gave social psychology its first apparatus for separating two things… June 2, 2026
EP030 The Red Car That Becomes a Truck (ITC World Models) An AI agent that learns a little internal model of how its environment behaves can practice inside that model —… June 1, 2026

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