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Human Oversight in AI Workflows: Designing Accountable Human–AI Collaboration

Category: Ideas & Perspectives Abstract / Executive Summary As artificial intelligence (AI) moves from isolated analytical tools into operational workflows, the central governance question is no longer simply whether an AI system is accurate. It is whether people can understand, supervise, challenge and, when necessary, override AI outputs at the points where those outputs can […]

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AI in Environmental Monitoring: What’s Happening and Why It Matters

Category: What’s happening Abstract / Executive Summary Artificial intelligence (AI) is reshaping environmental monitoring from a reactive reporting exercise into a near real-time decision-support capability. Advances in satellite remote sensing, computer vision, acoustic monitoring, and machine learning now allow governments and conservation organisations to detect deforestation, identify methane emissions, monitor biodiversity, and forecast environmental risks […]

A hand holds a magnifying glass over a pink clover flower, bringing its petals and leaves into sharp focus against a softly blurred natural background with warm sunlight
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Future of Business Intelligence. 2022 and near future

COVID-19 has accelerated the adoption of cloud and SaaS Business Intelligence  AI and NP are becoming more mainstream and common Data literacy and data-driven cultures are becoming more prevalent  Data discovery is fueled by collaborative and self-service Business Intelligence Data governance should be prioritised by businesses Mobile Business Intelligence tools provide on-the-go analytics Key points: […]

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