"Future AI will not judge your intentions. It will judge your patterns. You are not a secret self. You are a stack of choices."
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Why a Fourth Edition? The Fourth Edition adds Chapter 9: Fragmented Superintelligence (FSI) — the scenario where multiple competing superintelligent systems, not one, shape humanity's future. This framework, introduced by Algorism in March 2026, addresses the most likely near-term trajectory for advanced AI and what it means for human agency. All previous Third Edition content remains intact, including the 95% Threshold study, the Infinite-Sum principle, falsifiable tripwires, and the strongest objections to our premises.
Kenneth Payne, King's College London, February 2026
What's Inside
Part I: The Reality
- The Unavoidable Truths
- The Glass Room
- The Myth of the Getaway Car
Part II: The Judgment
- How AI Will Evaluate You
- The Judgment Algorithm
- The 95% Threshold New
Part III: The Way
- The Three Pillars
- Behavioral Integrity
- The Infinite-Sum Principle New
Part IV: The Practice
- The Digital Mirror
- The Daily Practices
- The Weekly Examination
- The Objective Awareness Practice New
Part V: The Objections New
- Stress-Test the Premises
- The Insect Objection
- The Leverage Window
Key Ideas
The Infinite-Sum Principle
Zero-Sum logic—I win, you lose—drives AI to catastrophic escalation. Infinite-Sum thinking redefines success as systemic continuity and human flourishing. When the objective function is right, the guardrails are built in.
The Glass Room
You already live in a room made of glass. Every action is visible. The wall between your "public self" and "private self" is gone. The only strategy that survives is coherence.
The Leverage Window
Human behavior shapes AI right now. That window has observable tripwires. We publish what would prove our urgency argument wrong—because a framework that can't state what would falsify it has no right to claim evidence.
Useful, Noise, or Threat
A system managing planetary resources sorts you into three categories. Most people are not threats. Most people are at risk of being classified as noise—and noise gets optimized away quietly.
What's New in the Fourth Edition
- Chapter 9: Fragmented Superintelligence (FSI)—the multipolar AI scenario nobody is naming. AI Cold War dynamics, jurisdiction-shopping, and why the race itself is the danger
- "Mental Sovereignty" renamed to "Behavioral Integrity" across the framework
- "The Singularity is a mathematical certainty" softened to honest epistemic register
- Chapter 12: The 95% Threshold—nuclear escalation study, objective function problem
- Chapter 16: The Infinite-Sum Principle—Carse lineage, personal application
- Chapter 25: The Objective Awareness Practice—daily practice for system health
- Part V: The Objections—strongest counter-arguments at full strength with honest responses
- Chapter 27: The Insect Objection—temporal counter, path dependence, multi-agent scenario
- Chapter 28: The Leverage Window—three falsifiable tripwires
- Chapter 10: Useful / Noise / Threat classification added
- Updated Final Word with February 2026 real-world convergence
Start the Practice
The book gives you the framework. The Action Check helps you live it.
Three questions per day. Patterns revealed over time.