The 70-Year Overnight Success: How AI Finally Arrived

While the world was stunned by the sudden arrival of generative AI in late 2022, the technology was actually the result of a grueling seventy-year marathon. In this episode, Herman Poppleberry and Corn peel back the layers of AI history, from the optimistic beginnings of the 1956 Dartmouth Workshop to the dark periods known as "AI Winters." They explore why early symbolic logic failed to capture the messiness of the real world and how a small group of dedicated researchers—the "Canadian Mafia"—kept the dream of neural networks alive when no one else would. The duo breaks down the "three pillars" that finally allowed AI to reach its tipping point: sophisticated algorithms, the massive data of the internet, and the unexpected computing power provided by video game hardware. From the "Attention Is All You Need" paper to the emergent behaviors of modern LLMs, this episode provides a comprehensive look at the persistence and breakthroughs that turned a fringe academic curiosity into the defining technology of the 21st century.