Introduction
Chapter 1: Why Structuring Intelligence Now?
1-1. The Declining Value of Execution
1-2. The Role of Humans in the Age of Fully Developed ChatGPT
1-3. The Importance of “Design” Over “Prediction” in the Future
1-4. The Decline of Structuring Intelligence — When a “Numbers-First” Society Steals Our Power to Design
Chapter 2: What Is “Structure”? — Definition and Practical Examples
2-1. Structure = Designing Purpose, Relationships, Sequence, and Priorities
2-2. Three Practical Arenas of Structural Design – Marketing Structure, Organizational Structure, and Revenue Structure
2-2-1. Marketing Structure: Designing Sequence and Experience
2-2-2. Organizational Structure: Linking Intent and Roles
2-2-3. Revenue Structure: Designing Sustainable Value Exchange
2-3. The Difference Between Bad and Good Structures
2-3-1. What Is a Bad Structure?
2-3-2. What Is a Good Structure?
Chapter 3: The Future Value of Structuring Intelligence
3-1. Structure as a Technology for Implementing Meaning
3-1-1. What AI Cannot Do: Selecting Meaning and Designing Context
3-1-2. Structuring Intelligence as the Language of Social Design
3-1-3. Meaningless Output Is Just Noise
3-2. Structuring Intelligence Creates Asymmetrical Leverage
3-2-1. A Single Structural Designer Can Move Thousands
3-2-2. Designers Will Become Scarcer Than Doers
3-2-3. Example: One Structural Designer Mobilizing ChatGPT, No-code Tools, and Teams of 10 or 100 People
3-3. The Era of “Structural Professions”: A New Career for Designers
3-3-1. In the Future, Strategists, Editors, Consultants, and Producers Will All Converge into “Structuralists”
3-3-2. New Roles in the Era of Structural Intelligence
3-4. Structuring Intelligence × Technology: The Emergence of “Cognitive Cities”
3-4-1. Every Social Design—From Smart Cities to Medical Systems—Requires Structure
3-4-2. To Implement Human Intent into Society, We Need Structured Will
3-4-3. A Decentralized Society Needs Structural Architects
3-5. Structural Intelligence Will Become a Social Infrastructure
3-5-1. Like Electricity or the Internet, the Presence or Absence of Structural Intelligence Will Create Future Civilizational Gaps
3-5-2. Structural Intelligence for Education, Government, and the Home
3-5-3. The “Network of Structuralists” Will Become the Central Brain of Future Social Design
3-6. Those Who Can Design Structures Will Shape the Future
3-6-1. In the Post-AGI Era, Humanity’s Essential Competence Is the Ability to Design Meaning
3-6-2. Structure Is the Technology for Installing One’s Will into Society
3-6-3. The Next Stage of ChatGPT Is Reserved for Those Who Possess Structured Questions
Chapter 4: Three Core Questions That Give Birth to Structural Intelligence
4-1. Why Does This Exist?
4-2. How Does This Connect to Society?
4-3. Is This Structure Sustainable?
Chapter 5: How to Enhance Structural Intelligence
5-1. Structure Begins with the Ability to See
5-1-1. Training to Visualize the Invisible Structures
5-1-2. Cultivating the Habit of Observing the World Through Four Lenses—Purpose, Relationships, Sequence, and Priorities
5-1-3. Practical Examples: Decoding Everyday Structures
5-2. Reverse-Engineering Structures: A Way of Thinking
5-2-1. Deconstructing Success Cases Through Structure
5-2-2. Reproducing Success and Preventing Failure
5-2-3. Format Example: Reverse Engineering Memo
5-2-4. Practice Themes: Viral Posts, Smooth Meetings, Seamless Customer Journeys, etc.
5-3-1. Turning Everyday Notes into “Structural Notes”
5-3-2. Perceiving What You See, Hear, and Feel — Through the Lens of Structure
5-3-3. Conversing in Structure: Upgrading Dialogue With Your Manager, Direct Reports, and Partner
5-3-4. Keep a “Structure Notebook” on Your Smartphone
5-4. Using ChatGPT for Structure Training
5-4-1. Generative AI Is Best Used as a “Structural Guideline”
5-4-2. Designing the “Core” Yourself and Letting ChatGPT Expand the Surroundings
5-4-3. Using ChatGPT as a Partner for Designing a “Question-Deepening Structure”
5-4-4. Practical Example: How to Build a Structured Prompt
Chapter 6: Practical Exercises – Visualizing Your Own Structure
6-1. Mapping Your Current Business and Life Structure
6-2. How to Identify the Missing Pieces (4 Perspectives)
6-3. Risk Structure and Sustainability
Chapter 7: Strategic Structure Templates
7-1. The “Three-Point Structural Design Method”
7-2. Strategic Thinking for Generating Revenue Through Three Distinct Risk Structures
7-3. How to Build the “Prerequisite Structure” That Powers AI
Chapter 8: Structural Intelligence Is Born from Philosophy
8-1. The Guiding Norms, Aesthetic Sensibility, and Worldview Behind Every Structure
8-2. Prepare for the Future with Structure—Not with Prayer
8-3. The Era of Brand = Structure × Philosophy
Chapter 9: Implementing Structuring Intelligence
9-1-1. Knowing Isn’t Enough. Drawing Isn’t Enough. Structure Doesn’t Move on Its Own.
9-1-2. When Structures Depend on Individuals
9-1-3. The Absence of a Redefinition Cycle
9-2. Drive with the Minimum Executable Unit of Structure: OPRQ
9-2-1. Start with O (Objective), P (People/Position), R (Route), Q (Priority)
9-2-3. Give AI Instructions Using This Same Structural Model
9-3. The One Thing You Must Do Every Week: Redefinition
9-3-1. Adjustment Meetings Are the Heart of Structural Intelligence
9-3-2. Detect Misalignment Weekly and Rebuild O-P-R-Q
9-3-3. Designing Questions to Make ChatGPT Your “Sparring Partner”
9-4. Habits of Those Who Stay in Implementation Mode: Structural Notes & Weekly Reviews
9-4-1. Organize All Thinking and Action with O-P-R-Q
9-4-2. Turning Failed and Successful Structures into Repeatable Assets
9-4-3. Do It Weekly, and Structure Becomes Muscle Memory
Chapter 10: The Future Built by Structure — Toward the Redesign of Social Systems
10-1. Why Are Social Issues Left Unsolved?
10-1-1. The Lack of Resolution
10-1-2. Symptomatic Approaches and the Absence of Structural Design
10-2. Reading Society’s Variables Through Structure
10-2-1. Healthcare: Re-engineering Preventive Medicine with Cannabinoids
10-2-2. Education: Structuring Curricula That Nurture the Ability to Ask Questions
10-2-3. Energy: Redesigning for Decentralized Models and Resource Circulation
10-3. Visionary Structural Designers Will Transform Society
10-3-1. Acting Not by Job Title, but by Structural Intention
10-3-2. The “Meaning Ecosystem” Created by Structural Designers
10-3-3. Co-Creation Economy Is Structure × Vision × Relationship
10-3-4. The Network of Structural Designers as a New Social Infrastructure
10-3-5. Conclusion: The Era of Linking Structures and Co-Designing the Future
10-4. Concluding with a Question for the Future
10-4-1. “What kind of future structure do you want to design?”
10-4-2. Passing the Baton: Your Turn to Design the Next Social Structure
Postscript