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Foreword............................................................................................... xi Preface.................................................................................................xiii Introduction........................................................................................xv Ch.
1: BECOMING THE ORCHESTRATOR................................1 From Surveys to Synapses: A Journey to AI...................................... 2 The Key That Unlocked It All: Language.......................................... 3 The Shift............................................................................................... 5 Becoming an Orchestrator................................................................... 6 Elevating Performance: Bridging the Skills Gap................................ 7 A Mindset Shift.................................................................................... 8 Exercise: Enhancing Your Questioning Skills..................................10 Conclusion...........................................................................................10 Ch.
2: ASK AND IT IS GIVEN: A PRACTICAL GUIDE TO PROMPTING...... 13 The Rise of Generative AI..................................................................14 Generative AI Applications for Knowledge Workers...................... 15 How I Use AI on a Weekly Basis........................................................19 Prompting: The Art of Conversing with AI.....................................21 An Advanced Prompting Toolkit..................................................... 23 Improving Your Prompts.................................................................... 25 Choosing the Right Tool.................................................................... 28 Key Considerations for Choosing Your Tool.................................. 29 Conclusion.......................................................................................... 30 Ch.
3: WHAT IS AI AND HOW DOES IT LEARN?..........................31 Defining AI..........................................................................................31 AI Timeline: Key Milestones..............................................................35 Everyday AI......................................................................................... 36 Understanding the AI Effect.............................................................. 38 Building AI Systems........................................................................... 40 Machine Learning...............................................................................42 How Do Neural Networks Learn?..................................................... 46 Key Terms: Building Your AI Vocabulary....................................... 49 Conclusion.........................................................................................51 Ch.
4: AI APPLICATIONS............................................................... 53 Factors Influencing AI Applications..................................................53 AI Capabilities and Applications
.....................................................55 AI''s Impact on Roles.......................................................................... 56 AI in Marketing.................................................................................. 58 AI in Sales........................................................................................... 60 AI in Operations.................................................................................62 AI in Finance...................................................................................... 64 AI in Product Development............................................................... 66 Finding the Right AI Applications....................................................67 Conclusion.......................................................................................... 69 Ch.
5: AI ORCHESTRATION AT SCALE.......................................71 The Role of the AI Orchestrator........................................................71 Becoming the Observer.......................................................................74 Personal AI Orchestration at Scale.................................................. 77 Task Automation................................................................................ 80 AI Agents............................................................................................ 83 From Models to Mature Systems: The Life Cycle of Traditional Machine Learning..................................................... 89 AI Orchestration for the Enterprise................................................. 92 Level Setting........................................................................................ 95 Quantify and Assess.......................................................................... 97 AI Guidelines and Policies................................................................. 99 Training..............................................................................................103 Continual Empowerment.................................................................104 Measuring Impact..............................................................................106 Conclusion: From Personal Practice to Organizational Strategy..........111 Ch.
6: ETHICAL MACHINES.......................................................... 113 What Is Ethics?...................................................................................114 Levels of Risk.....................................................................................116 Narrow AI''s Limitations and Challenges.......................................119 AI Alignment.................................................................................... 130 Expanding AI-Related Laws.............................................................134 Intellectual Property: Creativity and Controversy in the AI Era......................................................................................138 Safety and Security............................................................................141 Other Considerations.......................................................................146 Conclusion: Orchestrating the Future of AI...................................149 Ch. 7 A CHANGING TIDE: AI''S IMPACT ON SOCIETY............. 153 Digital Basics...................................................................................155 Exercise: Reflecting on the Evolution of Work...............................157 A Constant of Change......................................................................159 How AI Is "Actually" Changing Work............................................161 Making the Transition......................................................................164 Augmentation....................................................................................168 Conclusion....................................................................................... 171 Ch. 8 SHAPING THE FUTURE AS AN ORCHESTRATOR............ 173 Lessons from History: Jevons Paradox and the Luddites.............. 174 An Abundant Future........................................................................176 Empowering Everyone to Shape the Future....................................181 What Comes Next?............................................................................182 Navigating the Road Ahead.............................................................186 Embrace Your Role as the Orchestrator..........................................189 Orchestrating Your Future................................................................191 BIBLIOGRAPHY...................................................................... 193 INDEX........................................................................................ 195