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Developing trustworthy AI for climate services at scale
Hywel T P Williams1, Anrijs Abele2, Arjun Biswas1
1Centre for Environmental Intelligence, University of Exeter, Exeter, UK.
Npj Climate Action
|August 24, 2026
Abstract
None:
Generative AI can help scale climate services to meet growing demand. This approach is illustrated here with two prototype AI systems designed to enhance access to climate data, support decision-making, and improve efficiency. Key concerns are identified around responsibility, quality, and trustworthiness of AI outputs. Emerging best practices in system development are linked to core principles of salience, credibility, and legitimacy, to ensure alignment with user needs and societal values.
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