Why it matters

Carbon is scaling concern. Understanding shapes sustainability strategy.

Advertisement

The architecture

Embodied: hardware manufacture.

Operational: grid mix + PUE.

GPU DC carbonEmbodiedhardware manufactureOperationalgrid mix + PUEMetricCO2e per training runLocation matters: Iceland / Quebec low-carbon; some regions 500+ gCO2e/kWh
Carbon accounting.
Advertisement

How it works end to end

Location choice: hydro, nuclear, wind.

PPAs for renewable matched hourly.

Embodied: hardware lifecycle assessment.

Report per model card.