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Understanding AI Technology

Understanding AI Technology A concise, practical, and readable overview of Artificial Intelligence and machine learning Technology designed for non-technical managers, officers, and executives April 2020. By: Greg Allen, Chief of Strategy and Communications Joint Artificial Intelligence Center (JAIC). Department of Defense Foreword by JAIC Director Lt Gen Jack Shanahan Acknowledgments The author would like to thank the following individuals for their assistance reviewing earlier drafts of this document: Dr. Jeff Alstott (IARPA). Dr. Nate Bastian (Major, Army, DoD Joint AI Center).

Machine Learning algorithm runs on a training dataset and produces an AI model. To a large extent, Machine Learning systems program themselves. Even so, humans are still critical in guiding this learning process. Humans choose algorithms, format data, set learning parameters, and troubleshoot problems.

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