Cleanup.pictures - Remove objects, people, text and defects from any picture for free AI Music Generator - SOUNDRAW Create Optimized Amazon Listing in seconds | CopyMonkey Flair Aequitas – Data Science and Public Policy Machine Learning, AI and Data Science based predictive tools are being increasingly used in problems that can have a drastic impact on people’s lives in policy areas such as criminal justice, education, public health, workforce development and social services. Recent work has raised concerns on the risk of unintended bias in these models, affecting individuals from certain groups unfairly. While a lot of bias metrics and fairness definitions have been proposed, there is no consensus on which definitions and metrics should be used in practice to evaluate and audit these systems. Further, there has been very little empirical work done on using and evaluating these measures on real-world problems, especially in public policy.
Verteego | Solution de prévision des ventes et de forecasting Artificial intelligence and machine learning in armed conflict: A human-centred approach There are two broad – and distinct – areas of application of AI and machine learning in which the ICRC has a particular interest: its use in the conduct of warfare or in other situations of violence; and its use in humanitarian action to assist and protect the victims of armed conflict. This paper sets out the ICRC's perspective on the use of AI and machine learning in armed conflict, the potential humanitarian consequences, and associated legal obligations and ethical considerations that should govern its development and use. AI and machine-learning systems could have profound implications for the role of humans in armed conflict, especially in relation to: increasing autonomy of weapon systems and other unmanned systems; new forms of cyber and information warfare; and, more broadly, the nature of decision-making. In the view of the ICRC, there is a need for a genuinely human-centred approach to any use of these technologies in armed conflict. Download our full report:
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