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Operational AI Ethics: A Governance Architecture for Accountable AI Systems
Hardcover
ISBN13: 9783032398338
Publisher: Springer
Published: Jan 24 2027
Pages: 317
Language: English
This book provides the first comprehensive architecture for designing accountable, auditable, and enforceable AI systems. Moving beyond principles and policy debates, this book introduces lifecycle governance models, responsibility matrices, audit trail frameworks, and compliance scoring systems that embed ethics directly into system design.
The book is written for AI engineers, governance architects, regulators, and advanced graduate students. It equips readers with the tools needed to transform ethical aspiration into operational reality in an era of mandatory AI audits and liability enforcement.
The book introduces the following key modules:
- Lifecycle-based governance models
- Responsibility mapping matrices
- Audit trail architectures
- Ethical compliance scoring systems
- Risk-tiered monitoring frameworks
- Post-deployment oversight mechanisms
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