Part 8/20:
Demand Growth: Token demands double every two months, as organizations and individuals increasingly rely on AI for coding, research, decision-making, and even mundane tasks like researching toothbrushes or grocery shopping. The "tokconomics"—the economics of tokens—becomes central, with AI factories generating immense value proportional to compute used.
Plateaus and Potential: While scaling laws suggest steady gains without architectural breakthroughs, algorithmic innovations, reinforcement learning, and environment-driven training could redefine the landscape—potentially creating sparse, long-term memory mechanisms akin to human cognition.