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Engineers at MIT used generative adversarial networks (GANs) to study the microscopic architecture of Helianthus annuus (sunflower) leaves. The AI produced a novel surface texture that, when 3D‑printed onto solar panels, increased light capture by under diffuse, cloudy conditions—a breakthrough for renewable energy in high‑latitude regions. : Creators optimize their profiles so that unique

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Researchers at the University of Queensland paired underwater drones with convolutional neural networks trained on millions of coral‑health images. The system can classify a coral colony’s health status (healthy, bleached, diseased) with 94 % accuracy, and then direct robotic “seeders” that attach coral larvae to the most promising spots. Early field trials show a in survival rates compared with manual transplantation.