In my personal opinion, AI currently still relies on stacking hardware to increase computing power, thereby improving model performance. The role of algorithms in this process is not yet very significant, after all, everyone is racing to develop, and stacking hardware is the fastest way.

But if this continues, when computing power and electricity become even bigger bottlenecks, there will be a renewed focus on algorithms and the energy efficiency of the hardware itself. Therefore, I believe and hope that one day AI will be like an operating system, easily deployable on ordinary hardware. At that time, there might also be various versions like AI, AI Pro, AI Ultra, etc. The AI operating system mentioned here is not a form like OpenClaw that still relies on a base operating system and large model capabilities at its core, but rather a fully localized AI operating system, which could even be said to be the brain of a robot.

I wonder if I'll live to see such a future.