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• 5.8 The Bilingual Communication Workflow
• 5.9 From Notes and Tables to Insight and Decision Support
• 5.10 Presentations, Charts, and Institutional Materials

• 5.11 Templates, Libraries, and Version Management
• 5.12 Extended Case Study: A Monthly Briefing Pack for Management

• 5.13 Practical Lab: Building a Complete Institutional Briefing Pack
Chapter glossary: 57 entries. Figures: 10. Tables: 18. Exercises: 6. References: 16.
Chapter Six: AI in Teaching and Learning
A smarter assistant, not a substitute for the teacher or the learner’s effort

• 6.1 AI as an Assistant to Teaching and Learning, Not a Substitute
• 6.2 Explaining Concepts at Different Levels Without Distorting Them

• 6.3 Designing Lessons, Examples, and Learning Activities
• 6.4 Quizzes, Rubrics, Feedback, and Spaced Learning
• 6.5 Helping the Learner Without Doing the Work for Them
• 6.6 Advising, Communication, and Student Support

• 6.7 Academic Integrity in Teaching and Learning
• 6.8 Accessibility, Inclusive Learning, and Different Needs

• 6.9 Practical Lab: Designing an AI-Supported Learning Activity
Chapter glossary: 47 entries. Figures: 9. Tables: 23. Exercises: 10. References: 23.
Chapter Seven: AI in Research and Scientific Writing
Searching, discovering, synthesizing, and writing without losing scientific integrity

• 7.1 AI Across the Whole Research Cycle
• 7.2 From a Broad Topic to a Research Question and a Testable Hypothesis

• 7.3 Searching for Evidence: From Keywords to a Repeatable Strategy
• 7.4 Screening Sources, Appraising Quality, and Judging the Strength of Evidence
• 7.5 Systematic Reading, Evidence Extraction, and Building a Literature Map
• 7.6 From Summarizing to Comparison, Synthesis, and Disciplined Inference

• 7.7 AI in Quantitative and Qualitative Analysis and Research Programming
• 7.8 Writing Reviews, Research Abstracts, and Policy Briefs

• 7.9 Verifying References, Quotations, and Fabricated Sources
• 7.10 Research Integrity, Authorship, and Disclosure of AI Use
• 7.11 AI in Peer Review and Critical Appraisal

• 7.12 Reproducibility, Documentation, and the AI Usage Log
• 7.13 Practical Lab: From a Research Question to a Documented Evidence Map
Chapter glossary: 49 entries. Figures: 9. Tables: 40. Exercises: 6. References: 32.

Chapter Eight: Responsible Institutional Adoption and the Human Advantage
From experiment to institutional capability
• 8.1 From Individual Use to Institutional Capability
• 8.2 Governance, Management, Compliance, and Audit Are Not Synonyms

• 8.3 Governance Structure: From Leadership to Independent Assurance

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