The True Origin of AI: A 45 Year Old Scientist Took In a Homeless Teen, Then they Changed the World
About this episode
The episode explores the life of Walter Pitts and his contributions to AI, alongside the impact of mentorship and societal conditions on talent development.
Every AI breakthrough you've heard of, ChatGPT, Claude, Gemini, traces back to a single 1943 paper, and its co-author was a homeless teenage runaway who never finished high school. Walter Pitts taught himself Greek, Latin, and the foundations of modern logic in a Detroit public library, corrected Bertrand Russell's math by letter at age 12, and was taken in by a 45 year old scientist who treated him like a son. He helped found the architecture behind every neural network in existence at 19, and then a single lie destroyed every relationship he had, sending him into a 17 year drinking spiral that ended in a Cambridge boarding house in 1969. In this solo episode, I tell the full story of how Pitts' partnership with neurophysiologist Warren McCulloch produced the unbroken ancestor of the perceptron, backpropagation, and the transformer architecture behind today's large language models, and what happened when a fabricated accusation cut him off from every mentor he had. I lay out the specific conditions, free public libraries, mentors willing to take prodigies seriously, intellectual communities small enough to recognize raw talent, that made a mind like his possible, why those…
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