Energy efficiency alone cannot address AI's climate impact

An analysis concludes that energy efficiency improvements fail to reduce overall climate impact if accompanied by exponential consumption growth. The text proposes integrating full lifecycle evaluations and socioeconomic analysis into sustainability strategies, rather than focusing solely on technical efficiency gains. It also addresses how economic and behavioral shifts driven by AI need to be considered in an integrated approach to climate challenges.