The AI Industry Stack: A First-Principles Map from Foundation to Frontier (2026 Deep Dive)

This article does three things: ① deconstructs each layer of the AI industry from first principles, ② maps the most critical 2026 frontier signals, and ③ identifies unsolved problems and trend forecasts for each layer.