The paper calls for life cycle assessment to capture embodied hardware costs and full pipeline operational costs in AI development and deployment.
ACS Sustainable Chemistry & Engineering , volume = 5, number = 7, pages =
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Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment
The paper calls for life cycle assessment to capture embodied hardware costs and full pipeline operational costs in AI development and deployment.