Computational Power and Energy Consumption: The Hidden Challenges of Artificial Intelligence

In our journey to understand the limitations of artificial intelligence, we must first grasp a fundamental truth: AI systems are no different than a car — they need substantial computational resources and energy, just like fuel, to run. The most pressing problem in AI today is this correlation between capabilities and their resource requirements.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-11-06
DOI
https://doi.org/10.5281/zenodo.14047847
Primary Topic
Energy, Environment, and Transportation Policies
Type
article
Field-Weighted Citation Impact
0.00
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article

Computational Power and Energy Consumption: The Hidden Challenges of Artificial Intelligence

Zenodo (CERN European Organization for Nuclear Research)
Energy, Environment, and Transportation Policies
article

Computational Power and Energy Consumption: The Hidden Challenges of Artificial Intelligence

article en

Abstract

In our journey to understand the limitations of artificial intelligence, we must first grasp a fundamental truth: AI systems are no different than a car — they need substantial computational resources and energy, just like fuel, to run. The most pressing problem in AI today is this correlation between capabilities and their resource requirements.

Zenodo (CERN European Organization for Nuclear Research)
Affordable and clean energy
Openalex Percentile: Top 73%
Energy, Environment, and Transportation Policies
DOIOpen Access PDFOpenAlex
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Computational Power and Energy Consumption: The Hidden Challenges of Artificial Intelligence · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS