Hallucination-aware AI for truthful and aligned systems /

Bibliographic Details
Corporate Author:	IGI Global Online
Other Authors:	Papakostas, George A., 1975- (Editor), Sakurai, Kouichi (Editor), Chakrabarti, Satyajit (Editor), Perumal, Thinagaran (Editor), Das, Baisakhi, 1983- (Editor)
Format:	eBook
Language:	English
Published:	Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global Scientific Publishing, 2026.
Subjects:	Generative artificial intelligence. Information integrity. AI Hallucination Detection. AI Hallucination Evaluation. AI Hallucination Mitigation. Artificial Intelligence (AI) Evolution of AI Hallucinations. Generative Artificial Intelligence (GAI) Hallucination-Aware AI. Method Distinction. Safe and Aligned Intelligence. Truthful and Aligned Systems. Truthful and Responsible AI Systems. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Preface
Section 1. Foundations of Hallucination in AI Systems
Chapter 1. Hallucination in AI Systems: Understanding and Framework
Chapter 2. Conceptual and Philosophical Perspectives
Section 2. From Fluency to Fidelity: A Conceptual Framework and Toolkit for Evaluating and Detecting Hallucinations in Generative AI
Chapter 3. Trust in AI Systems
Chapter 4. The Phenomenology of Trust: An Existential Prerequisite for Hallucination-Aware AI
Chapter 5. Towards Truthful and Responsible AI Systems
Section 3. Detection, Mitigation, and Model Design
Chapter 6. Human -in-the-Loop Frameworks for AI Mitigation and Accountability
Chapter 7. Method Distinction for Hallucination Detection
Section 4. Domain-Specific Applications in Healthcare
Chapter 8. Fact-Filtering Frameworks: Integrating Verification Pipelines for Hallucination-Resistant Large Language Models
Chapter 9. Generative Artificial Intelligence in Healthcare
Chapter 10. Integrated Healthcare Management With AI and Real-Time Optimization Multi-Criteria Decision Analysis
Chapter 11. Beyond Automation: A Framework for Augmenting Clinical Expertise With Generative AI
Section 5. Sectoral Impact and Research Trends
Chapter 12. Mitigating Hallucinations in AI: Ensuring Trustworthy and Aligned Systems in Legal, Educational, and Governmental Sectors
Compilation of References
About the Contributors
Index.