Erscheint: Januar 2027
Buch (Softcover): Fachbuch
Generative AI Risks and Benefits within Human-Machine Teams
Verlag:
Elsevier Unsere-Artikel-Nr.: P35904266
EAN: 9780443516252
Erscheint: Januar 2027
Versand: Kostenlos
-22.4 %
CHF 255.–
CHF 198.–
Beschreibung
Generative AI Risks and Benefits within Human-Machine Teams. delves into the foundational principles, metrics, and applications of human-machine systems, addressing the legal ramifications of autonomy, public trust, and bidirectional AI systems. This book brings together world-class researchers, engineers, philosophers, social scientists, and other experts to discuss the critical aspects of generative AI, its risks, and benefits. The authors aim to establish a shared context between humans and machines, regulators, the public, and other stakeholders, exploring how these systems impact targeted audiences and society at large. The book combines human-centered computing and autonomous human-machine teams to provide a comprehensive understanding of generative AI's potential and challenges. The book is structured to guide readers through a detailed exploration of these topics. It begins with an introduction to the core concepts of human-machine collaboration and the next generation of large language models. The discussion then moves to practical applications, such as Human-AI collaboration for energy communities, autonomous human-machine team advances, and human-AI collaboration in the design process. The book also delves into adaptive collaboration patterns for logic modeling, assessing multimodal large language models in resolving visual ambiguities, and developing team context-aware collaborative AI assistants. Additionally, it explores the taxonomy of teamwork support for collaborative AI efforts, trust management in human-AI collaboration, and provides a distributed teaming testbed for human-machine collaboration in space missions. Finally, it addresses the limits of classical team science in interdependent human-machine teams. Generative AI Risks and Benefits within Human-Machine Teams. is an essential resource for computer scientists and systems engineers focused on designing and theorizing about the development of autonomous systems. By providing in-depth insights into the integration of generative AI within human-machine teams, this book equips professionals with the knowledge to navigate the complexities of AI autonomy, enhance collaboration, and address the ethical and technical challenges associated with these advanced technologies.
Spezifikationen
Sprache
- Englisch
Autor
- Lawless William
- Brambilla Marco
Erscheinungsjahr
- 2027
Format
- Buch (Softcover)