Titlebook: SystemsEngineering and Artificial Intelligence; William F. Lawless,Ranjeev Mittu,Thomas A. McDermo Book 2021 Springer Nature Switzerland A

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Human-Autonomy Teaming for the Tactical Edge: The Importance of Humans in Artificial Intelligence Red (i.e., robotic) and embedded (i.e., computer or software) intelligent agents with the express purpose of improving performance during all phases of the mission. However, this is largely uncharted territory, making it unclear how to do this integration effectively for human-AI teams. This chapter

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Re-orienting Toward the Science of the Artificial: Engineering AI Systems,apter provides a discussion of the implications of hierarchical component composition and the importance of data in bounding AI system performance and stability. Issues of interoperability and uncertainty are introduced and how they can impact emergent behaviors of AI systems are illustrated through

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An Executive for Autonomous Systems, Inspired by Fear Memory Extinction,ts a definition of the problem using cartoon examples for electronic warfare and submarine surveillance. A case study of neural processes in therapy for Post-traumatic Stress Disorder (PTSD) is discussed; PTSD provides both a second modelling challenge and an architectural inspiration for executive

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Transforming the System of Military Medical Research: An Institutional History of the Department oftil now. It offers guidance to others attempting to transform similarly large systems. It begins with an evaluation of the Department of Clinical Investigation (DCI) at the US Army Medical Center (MEDCEN) in 2005, the formation of a collaboration team in 2006, and the team’s vision of an electronic