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A book that combines a technical explanation of agentic AI with the latest practical applications
In Autonomous Minds: How Agentic AI Predicts and Learns to Enable Productivity and Empowerment, technology leader Francisco Javier Campos Zabala delivers a comprehensive, first principles analysis of AI agents and their potentially transformative impact on society, business, and individual lives. The book helps non-technical readers make sense of the technological complexity of artificial intelligence and explains its current practical applications.
Campos Zabala offers a clear and accessible explanation of these new technologies, walking you through practical frameworks for implementing AI agents in business and personal contexts.
Inside the book:
Perfect for managers, executives, and other business leaders, Autonomous Minds is an essential guide for all professionals doing their best to make sense of new agentic AI technologies.
FRANCISCO JAVIER CAMPOS ZABALA is a technology leader with deep experience delivering innovative tech transformations in adtech, telco, financial services, and healthcare. He has more than 28 years' experience in strategy, product, analytics, and technology consulting.
Acknowledgments xi
Introduction xiii
Part One: Foundations of the Agent Revolution
Chapter 1: The AI Revolution 2.0 3
A Very Personal Journey 3
The AI Evolution: Convergence of Multiple Frontiers 6
Understanding Agentic AI 10
The Orchestra and the Solo Performer: Understanding
AI's Evolution 13
The Evolving Landscape of Agentic AI Platforms 16
Real-World Impact: The AI Revolution in Action 18
Future Implications 21
Key Takeaways 23
Chapter 2: Understanding Agentic AI 27
Deconstructing Intelligence and Agency 27
The Spark of Creativity in AI 30
Revisiting the First Principles of Intelligence 30
The Agent Intelligence Pyramid 39
From Traditional AI to Agentic Systems 45
Expert Insight: Leading AI Researchers 50
Key Takeaways 53
Chapter 3: The Agent Architecture: How AI Thinks and Acts 55
Cognitive Architecture of AI Agents 55
Decision-Making Systems 65
Key Takeaways 89
Part Two: The Transforming World
Chapter 4: The Five Domains of Change 95
Home and Personal Life Revolution 96
Work and Career 100
Education and Learning 106
Healthcare and Well-Being 112
Entertainment and Leisure 119
Key Takeaways 126
Chapter 5: The AI Agent Economy 129
Economic Impact of AI Agents 129
New Business Models 138
Job Market Evolution 144
Investment Opportunities 152
Future Watch: Economic Trends 160
Key Takeaways 167
Chapter 6: The Enterprise Revolution 171
Organizational Transformation 171
Business Processes Revolution: From Choreography to
Autonomous Flow 178
Risk Management and Future Implications 185
Expert Insights: Perspectives on the Agentic Revolution 187
Key Takeaways 201
Chapter 7: Personal and Professional Opportunities 205
Individual Empowerment Through AI 205
Small Business Symphonies: Agentic AI for Growth and
Efficiency 216
Personal Productivity Systems 223
Action Plan: Your AI Future 228
Conclusion: Embracing the Agentic Future 236
Key Takeaways 237
Part Three: Navigating the Future
Chapter 8: The Global Impact 243
Societal Transformation 243
Cultural Implications 248
Environmental Impact: The Double-Edged Sword of
Agentic AI 253
Geopolitical Considerations 259
Future Watch: Global Trends 263
Key Takeaways 269
Chapter 9: Navigating Challenges 273
AI Safety 273
Ethical and Social Implications: Steering the Autonomous
Revolution Responsibly 278
Technical Challenges 284
Privacy and Security 290
Risk Assessment Framework 295
Expert Insights: AI Safety 300
Key Takeaways 306
Chapter 10: Building Your AI Future 311
Essential Skills Development 311
Personal Development Road Map 317
Continuous Learning Strategies 324
Action Plan: Five-Year Strategy 331
Key Takeaways 339 About the Author 343
Index 345
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