RESOURCES · WHITE PAPERS

Research from the VDF AI team.

Long-form, citable, implementation-grounded papers — written so reviewers can follow each claim back to a source file in the production codebase.

v1.0 April 2026 18 min

How We Reduce Energy Consumption

Ten implementation-grounded mechanisms — from multi-objective routing to measured-power sampling — that move the energy footprint of enterprise LLM inference from an implicit externality to a first-class engineering objective.

#energy-aware inference#multi-objective routing#carbon accounting#Green AI
Read the paper