Artificial intelligence (AI) and machine learning architectures such as deep learning have become integral parts of our daily lives—they enable digital speech assistants or translation services, improve medical diagnostics and are an indispensable part of future technologies such as autonomous driving. Based on an ever increasing amount of data and powerful novel computer architectures, learning algorithms seemingly approach human capabilities, sometimes even surpassing them. So far, however, it often remains unknown to users how exactly AI systems reach their conclusions. Therefore, it may often remain unclear whether the AI's decision-making behavior is truly intelligent or whether the procedures are just averagely successful.
* This article was originally published here
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Less than 10 percent of the treatment recommendations U.S. doctors rely on to manage care for heart patients are based on evidence gained from multiple large, randomized clinical trials—the gold standard for obtaining scientific data.
* This article was originally published here
* This article was originally published here
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