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Introducing AIMIP: The AI weather and climate model intercomparison project | Ai2

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AIMIP is a new open benchmark and dataset for evaluating AI climate models, showing they can match or beat conventional models on some historical climate metrics while still struggling to generalize reliably to long-term warming trends and unseen climate scenarios.

Introducing AIMIP: The AI weather and climate model intercomparison project | Ai2 Introducing AIMIP: The AI weather and climate model intercomparison project May 13, 2026 Brian Henn - Ai2 Share Preprint Data Code A new generation of AI models can simulate aspects of Earth’s climate far more efficiently than traditional systems, but the field still needs rigorous, shared ways to test whether those models are accurate and reliable. To address that gap, we’ve been leading a community effort called AIMIP (AI Model Intercomparison Project) to support scientific understanding and open evaluation of

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