What is artificial intelligence? Where did it come from, what can it actually do, and why do the people building it disagree so profoundly about what they’re creating?

This work traces the path from Turing’s proof to today’s large language models—through transistors and supply chains, the games machines learned to win, scaling debates and safety concerns, and the semiconductor chokepoints that make modern AI possible. It examines the technology itself, the people shaping it, and the genuine uncertainty surrounding where it is headed.

Produced using LLM synthesis from academic literature, technical documentation, and historical archives. This is an experiment in rapid long-form narrative. Some composite characters are used. Errors may exist; readers should verify claims against primary sources.