Schlagwort: machine learning
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„Regenerating data to reflect reality not as it is but as we would like to see it“
This quote is from a response by Mostly AI, a synthetic data generation company from Austria, to an article by Karen Hao in the MIT Technology Review from 2021. In her article, Hao discusses the then relatively recent surge in synthetic data generation by a handful of companies to address the growing data hunger by…
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Synthetic Data for Machine Learning
Much has been written over the last years on built-in biases in training data that translate into discriminatory machine learning algorithms: from racial biases in predictive policing software or facial recognition applications to higher insurance fees for customers from low-income areas and discriminatory application parsing software. As a remedy to these problems, the tech industry…
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AI in Peacebuilding: An outsider perspective
Artificial Intelligence AI has made significant headway in peacebuilding over the past years. Academics and practitioners likewise have put forward a range of use cases across the field: From automated social media sentiment analysis for enhanced conflict analysis, to large-scale digital dialogue platforms to expand inclusion in mediation processes or automated stakeholder mapping during Track…