English

Estimating the Increase in Emissions caused by AI-augmented Search

Computers and Society 2025-01-07 v2 Artificial Intelligence

Abstract

AI-generated answers to conventional search queries dramatically increase the energy consumption. By our estimates, energy demand increase by 60-70 times. This is a based on an updated estimate of energy consumption for conventional search and recent work on the energy demand of queries to the BLOOM model, a 176B parameter model, and OpenAI's GPT-3, which is of similar complexity.

Keywords

Cite

@article{arxiv.2407.16894,
  title  = {Estimating the Increase in Emissions caused by AI-augmented Search},
  author = {Wim Vanderbauwhede},
  journal= {arXiv preprint arXiv:2407.16894},
  year   = {2025}
}
R2 v1 2026-06-28T17:51:42.083Z