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Across the Middle East, nations are scaling up environmental restoration and greening initiatives at a historic pace. From the Middle East Green Initiative (MGI) to the Saudi Green Initiative (SGI), billions of trees are being planted to combat climate change, enhance urban livability, and restore degraded landscapes. These programs represent bold steps toward environmental sustainability
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The AI for Good Global Summit is the leading United Nations platform for inclusive dialogue and collaborative action on artificial intelligence. Bringing together innovators, policymakers, industry leaders, and civil society, the summit aims to ensure that AI technologies accelerate progress toward the UN Sustainable Development Goals.
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From predicting wildfires to powering smart cities, Artificial Intelligence (AI) is being cast as the climate superhero of the 21st century. It’s crunching climate models, tracking endangered species (including us humans), and helping us squeeze more power from the sun and wind. Sounds like the ultimate green tech dream, right? Well… not so fast. As…
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The foundation of every artificial intelligence system lies in its training data, yet few realize how dramatically skewed this foundation truly is. As AI systems increasingly shape global communication, commerce, and culture, the distribution of languages in training datasets has become one of the most critical yet overlooked factors determining who benefits from the AI
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Have you encountered people who are not (or little) affected by their decisions? How does an organisation, firm, or group of people allow Unequal Responsibility Mechanisms to evolve? The concept of power without accountability represents one of the most challenging paradoxes in governance, business, and international relations. When individuals or institutions wield significant influence while
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In 1843, a year after the tragic deaths in the Vienna hospital, American physician Oliver Wendell Holmes Sr. published his essay, “The Contagiousness of Puerperal Fever,” identifying poor hygiene practices among doctors and nurses as the source of the outbreak. Today’s concern is similar, but it is related to the contribution of urban and landscape…
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Satellite imagery has become an indispensable tool for various applications, from environmental monitoring to urban planning and disaster management. Among the most popular satellite data sources is the Sentinel-2 mission, which provides high-resolution imagery at regular intervals and covers the entire planet. However, while Sentinel-2 imagery offers great spatial coverage and spectral richness, its spatial…


