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This is a Quantitative Study study.

October 23, 2025Scientific ReportsOpen Access

Harnessing artificial intelligence for environmental sustainability via human capital and renewable energy

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AI significantly decreases CO2 emissions, particularly in high-carbon-emitting economies, suggesting its critical role for sustainability.
A 1% increase in AIPTNTS results in a notable decline in carbon emissions, with a marked significance at 1% in high-emission contexts.
Analysis utilizes second-generation panel data econometric tests, providing robust statistical validation for findings.
Investment in human capital and clean energy is crucial for achieving sustainable environmental outcomes, highlighting effective policy implications.

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Implication

Analysis reveals artificial intelligence reduces CO2 emissions in panel countries, indicating a need for investment in clean energy and human capital.

Cite This Study

Khan et al. (2025) studied this question.

synapsesocial.com/papers/68fa32a40df2e6cd2f742288 https://doi.org/10.1038/s41598-025-20613-6

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Implication

Analysis reveals artificial intelligence reduces CO2 emissions in panel countries, indicating a need for investment in clean energy and human capital.

Harnessing artificial intelligence for environmental sustainability via human capital and renewable energy

Key Points

Discussion

Implication

Cite This Study

Harnessing artificial intelligence for environmental sustainability via human capital and renewable energy

Key Points

Discussion

Implication

Cite This Study

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