Accelerator Density Outran Every Air Cooling Roadmap
A rack of current-generation accelerators draws power at levels that make forced air physically inadequate rather than merely inefficient, since the volume of air required cannot pass through the cabinet at acceptable velocity or noise. Each hardware generation has raised the figure again, and vendor roadmaps show no inflection. Immersion removes heat at up to 200 kilowatts per rack against roughly 30 for practical air cooling. That gap converted a debate about efficiency into an engineering constraint, which is why adoption accelerated sharply once accelerator deployment became the dominant data centre workload.
Market Impact: Water consumption falls 95%








