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• 8.4 From Principles to a Continuous Management Cycle
       • 8.5 Risk Classification and Meaningful Human Oversight
       • 8.6 The Lifecycle of a Responsible Use, From Idea to Retirement

       • 8.7 Data, Security, Vendors, and Agents: Governing the Capability, Not the Interface
       • 8.8 Law and Standards: An Obligation That Changes With Context and Time

       • 8.9 People, Jobs, and the Human Advantage
       • 8.10 Measurement, the Roadmap, and the Arabic Context
       • 8.11 An Executive Toolkit and a Practical Lab

       • 8.12 Five Commitments and the Conclusion of the Book
         Chapter glossary: 47 entries.  Figures: 10.  Tables: 21.  Exercises: 8.  References: 19.







































































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