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Srivastava, Sanjay Kumar. (2026, May). AI for a climate-resilient India. Surakshit Sansar. 52-56.
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AI enables an intelligence architecture that links the observation, cognition, and decision layers, leading to anticipatory governance. The greatest contribution of AI lies not in accelerating disaster response but in enabling earlier interventions that prevent losses before hazards translate into disasters.
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