Preface:
OpenAI's Scaling Laws have been the bible of AI development for the past five years: More data, more compute, more parameters equal stronger models.
But by 2025, this bible seems to face challenges.
With the popularization of trillion-parameter models, we hit three walls: Energy Wall, Data Wall, and Cognitive Wall.

Is the road of AI scaling at an end? Or are we brewing the next greater leap? This article deduces the ultimate future of AI from physics, information theory, and economics.