Agentic AI: Theories and Practices

Ken Huang

Jun 2025 · Springer Nature

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This book analyzes the rise and transformative impact of generative AI agents or Agentic AI across industries, offering a comprehensive exploration of their development, applications, and implications. It highlights how these systems are revolutionizing business processes, enhancing decision-making, and reshaping entire sectors from finance to healthcare. It traces the evolution of AI agents from early programs to today’s sophisticated autonomous systems, providing a taxonomy of agent types. It then explores cutting-edge tools and frameworks for development, such as AutoGen, Langgraph, and CrewAI, offering practical insights for their deployment. Key focus areas include evaluating multiagent systems and coordination techniques, addressing challenges in communication, and conflict resolution. The book presents case studies from banking, insurance, healthcare, and cybersecurity, showcasing how autonomous agents are automating tasks and driving innovation. In turn, the book provides in-depth analyses of Agentic AI in emerging fields like gene editing, robotics, and business process automation, demonstrating its potential to accelerate scientific research and value creation. The discussion extends to economic ramifications, examining impacts on macroeconomic trends, microeconomic dynamics within businesses, and the emergence of decentralized, token-based economies. Throughout, thought-provoking questions encourage readers to consider the broader implications of these technological advances.

The work concludes with a critical examination of related safety and security considerations, emphasizing the need for proactive measures. Maintaining a forward-looking perspective, it prompts readers to consider how these technologies might reshape industries and society, raising important questions about the changing nature of work, ethical aspects, and equitable distribution of benefits.

Bridging theoretical foundations and practical applications, the book offers valuable insights for data scientists, IT managers, CIOs, CAIOs, CTOs, business analysts, and graduate students seeking to understand and apply AI’s transformative potential across various industries.

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Ken Huang is a prolific author and respected expert on AI and Web3, with numerous published books spanning business and technical guides and cutting-edge research on these fields. As a Research Fellow and Co-Chair of the AI Safety Working Group at the Cloud Security Alliance, and as Co-Chair of the AI STR Working Group at the World Digital Technology Academy, he’s at the forefront of shaping AI governance and security standards. Ken also serves as CEO and Chief AI Officer (CAIO) of DistributedApps.ai, specializing in Generative AI-related training and consulting. His expertise is further showcased in his role as a core contributor to OWASP’s Top 10 Risks for LLM Applications and his active involvement in the NIST Generative AI Public Working Group. A globally sought-after speaker, Ken has presented at prestigious events including the Davos WEF, ACM, IEEE, CSA AI Summit, IEEE, ACM, Depository Trust & Clearing Corporation, and World Bank conferences. Ken is a member of the OpenAI Forum, where he works to advance its mission to foster collaboration and discussion among domain experts and students regarding the development and implications of AI.

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