Energy-Proportional Computing

A design principle where a system's power draw scales down with utilization so idle and lightly-loaded hardware wastes little energy, a chronic gap for provisioned-but-idle accelerators.

grounded in: Latest-trends theme 'AI's energy and carbon footprint' plus the system's spark GB10 2-node telemetry where accelerators sit provisioned across refresh cycles.