This essay explores the technical and political dimensions of fast AI inference for agentic systems. While acknowledging the genuine importance of speed benchmarks like Clarifai’s 544 tokens/second achievement, it examines the deeper questions of infrastructure control, the countervailing force of open-weights models, and the implications of reasoning engines becoming extensions of human cognition.