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This book provides a broad overview of the benefits from a Systems Engineering design philosophy in architecting complex systems composed of artificial intelligence (AI), machine learning (ML) and humans situated in chaotic environments. The major topics include emergence, verification and validation of systems using AI/ML and human systems integration to develop robust and effective human-machine teams—where the machines may have varying degrees of autonomy due to the sophistication of their embedded AI/ML. The chapters not only describe what has been learned, but also raise questions that must be answered to further advance the general Science of Autonomy. The science of how humans and m...
Many current AI and machine learning algorithms and data and information fusion processes attempt in software to estimate situations in our complex world of nested feedback loops. Such algorithms and processes must gracefully and efficiently adapt to technical challenges such as data quality induced by these loops, and interdependencies that vary in complexity, space, and time. To realize effective and efficient designs of computational systems, a Systems Engineering perspective may provide a framework for identifying the interrelationships and patterns of change between components rather than static snapshots. We must study cascading interdependencies through this perspective to understand ...
The Congressional Record is the official record of the proceedings and debates of the United States Congress. It is published daily when Congress is in session. The Congressional Record began publication in 1873. Debates for sessions prior to 1873 are recorded in The Debates and Proceedings in the Congress of the United States (1789-1824), the Register of Debates in Congress (1824-1837), and the Congressional Globe (1833-1873)
Completely revised and updated guide to this popular Maritime province.
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Joe Gans captured the world lightweight title in 1902, becoming the first black American world title holder in any sport. Gans was a master strategist and tactician, and one of the earliest practitioners of "scientific" boxing. As a black champion reigning during the Jim Crow era, he endured physical assaults, a stolen title, bankruptcy, and numerous attempts to destroy his reputation. Four short years after successfully defending his title in the 42-round "Greatest Fight of the Century," Joe Gans was dead of tuberculosis. This biography features original round-by-round ringside telegraph reports of his most famous and controversial fights, a complete fight history, photographs, and early newspaper drawings and cartoons.
Describes the physical characteristics, habitat, and behavior of orangutans.