The challenge: Many developing countries, including LDCs and SIDS, face climate threats but lack access to advanced technologies like AI to help manage those threats. Without local capacity and appropriate tools, they risk missing out on powerful data-driven solutions for mitigation and adaptation.
The solution: During CW3, the UNFCCC and partners highlighted the “Technology Mechanism Initiative on AI for Climate Action” aimed at exploring the role of AI as a powerful technological tool for advancing and scaling up transformative climate solutions for mitigation and adaptation action in developing countries with a focus on LDCs and SIDS. Through partnerships (including support from the Korea International Cooperation Agency), this initiative shares knowledge and experience on AI for climate action among stakeholders, supports capacity-building efforts to leverage emerging digital technologies and devise locally led solutions harnessing AI – for example, to create early warning systems, optimize renewable energy management, or fight climate misinformation – in ways tailored to the local communities’ needs.
Why it matters: AI has enormous potential to increase the efficiency and reach of climate solutions, from predicting extreme weather to optimizing energy use. This initiative ensures that advanced tools are applied responsibly and equitably, empowering developing countries rather than leaving them behind.
Scaling potential: As more partners invest in open, accessible AI for climate (with appropriate safeguards), these innovations can scale globally. Crucially, building local capacity and data governance now will help ensure that AI benefits all regions, including those most vulnerable to climate change.