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Sustainable Development· 2025Q1

How Does AI Technology Innovation Drive Carbon Emission Efficiency? A Machine Learning–Based Meta‐Frontier Analysis Across 75 Countries

Fuyu Zhang, Rongrong Li, Qiang Wang

Short summary

AI technology innovation significantly improves carbon emission efficiency globally, with technology-oriented AI having a stronger impact than application-oriented AI. The relationship is an inverted U-shape, with middle-tier technology groups seeing the largest gains.

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Economics and EconometricsEconomics, Econometrics and Finance