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AI optimises resource management by mimicking nature. ML reduces urban water waste (up to 30%) via predictive analysis. Smart farms use AI for precise resource application, maximising yields and preventing pests. AI enhances recycling and optimises waste collection. AI-optimised supply chains minimise waste and emissions (15-25%). Smart grids, like neural networks, adapt to conditions, distributing renewables and predicting demand. Bio-inspired materials offer superior performance: e.g., spider silk, gecko adhesives, and shark skin patterns. Self-healing materials automatically mend damage. Living materials are a frontier in adaptive construction.