Hardware Limits Power Real AI Competition

The article challenges assumptions about AI compute concentration and monopoly, arguing that hardware scarcity actually drives genuine market competition and innovation. Companies competing with limited GPU resources must optimize efficiency and strategy rather than relying on raw computational power, accelerating technological progress. This paradox—where constraints fuel advancement—fundamentally reshapes how we understand AI market dynamics.