The Double-Edged Sword of AI in Climate Change: Opportunities, Risks, and Responsible Governance

Artificial intelligence (AI) has emerged as a powerful tool in climate action, enhancing strategies for mitigation, adaptation, and resilience-building.AI technologies enable real-time emissions tracking, improved climate forecasting, renewable energy optimization, and disaster preparedness, significantly improving climate response capabilities.However, despite these benefits, AI's deployment presents critical ethical, environmental, and governance challenges.AI's high energy consumption, reliance on resource-intensive hardware, and potential bias in climate models raise concerns about its long-term sustainability and equitable access.Additionally, AI is paradoxically being used to enhance fossil fuel extraction, prolonging reliance on carbon-intensive industries.These challenges necessitate a balanced approach that prioritizes sustainable AI development, fair distribution of AI-driven climate solutions, and transparent governance frameworks.This article provides a comprehensive analysis of AI's applications in climate change mitigation and adaptation, critically evaluating its benefits, risks, and ethical considerations.It also outlines policy recommendations to ensure that AI remains a responsible, sustainable, and globally accessible tool for addressing climate challenges, including the implementation of transparent energy reporting standards for AI systems and the development of global governance frameworks to prevent technological monopolies and ensure equitable access.This article finds that while AI holds transformative potential for climate mitigation and adaptation, its benefits can only be fully realized through equitable access, sustainable infrastructure, and ethical governance.By aligning AI innovation with global climate justice goals, it can become a powerful force for building longterm climate resilience and environmental sustainability.

Authors

Institutions

Publication Details

Journal
The International Journal of Climate Change Impacts and Responses
Published
2025-01-01
DOI
https://doi.org/10.18848/1835-7156/cgp/v17i02/47-62
Primary Topic
Climate Change Policy and Economics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Double-Edged Sword of AI in Climate Change: Opportunities, Risks, and Responsible Governance

Mansi Handa
The International Journal of Climate Change Impacts and Responses
Climate Change Policy and Economics
article

The Double-Edged Sword of AI in Climate Change: Opportunities, Risks, and Responsible Governance

Mansi Handa
article en

Abstract

Artificial intelligence (AI) has emerged as a powerful tool in climate action, enhancing strategies for mitigation, adaptation, and resilience-building.AI technologies enable real-time emissions tracking, improved climate forecasting, renewable energy optimization, and disaster preparedness, significantly improving climate response capabilities.However, despite these benefits, AI's deployment presents critical ethical, environmental, and governance challenges.AI's high energy consumption, reliance on resource-intensive hardware, and potential bias in climate models raise concerns about its long-term sustainability and equitable access.Additionally, AI is paradoxically being used to enhance fossil fuel extraction, prolonging reliance on carbon-intensive industries.These challenges necessitate a balanced approach that prioritizes sustainable AI development, fair distribution of AI-driven climate solutions, and transparent governance frameworks.This article provides a comprehensive analysis of AI's applications in climate change mitigation and adaptation, critically evaluating its benefits, risks, and ethical considerations.It also outlines policy recommendations to ensure that AI remains a responsible, sustainable, and globally accessible tool for addressing climate challenges, including the implementation of transparent energy reporting standards for AI systems and the development of global governance frameworks to prevent technological monopolies and ensure equitable access.This article finds that while AI holds transformative potential for climate mitigation and adaptation, its benefits can only be fully realized through equitable access, sustainable infrastructure, and ethical governance.By aligning AI innovation with global climate justice goals, it can become a powerful force for building longterm climate resilience and environmental sustainability.

The International Journal of Climate Change Impacts and ResponsesVol. 17(2)
Yorkville University (CA)
Climate action
Openalex Percentile: Top 79%
Climate Change Policy and Economics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The Double-Edged Sword of AI in Climate Change: Opportunities, Risks, and Responsible Governance — Mansi Handa · The International Journal of Climate Change Impacts and Responses (2025) | TGRS Research Map | TGRS