Recommendation
NIST should develop energy transparency standards for AI models.
Details
The National Institute of Standards and Technology (NIST) should work with the Department of Energy to develop a recommended best practice for assessing AI models’ training and inference energy costs. For example, this standard might include a set of benchmark tests and hardware to give comparable energy performance metrics across different models.
Keep reading:
▪ Daniel Castro, “Rethinking Concerns About AI’s Energy Use,” (ITIF Center for Data Innovation, January 2024), https://itif.org/publications/2024/01/29/rethinking-concerns-about-ai-energy-use/.