Cross-Domain Pattern Recognition: The View From Everywhere
The View From Everywhere
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43 chapters
~92 hours total
322 sections
1
Front Matter
5 chapters2
Foundations
7 chapters- Part I: Foundations — The Patterns Beneath Everything
- Chapter 1: The View From Everywhere
- Chapter 2: Feedback Loops — The Pattern That Runs the World
- Chapter 3: Emergence — Why the Whole Is Weirder Than the Sum of Its Parts
- Chapter 4: Power Laws and Fat Tails — Why Extremes Dominate Everything from Earthquakes to Bestsellers to Pandemics to Wars
- Chapter 5: Phase Transitions — Why Systems Change Suddenly and Without Warning
- Chapter 6: Signal and Noise
3
How Things Find Answers
8 chapters- Part II: How Things Find Answers
- Chapter 7: Gradient Descent — How Nature, Markets, and Engineers All Find Solutions by Feeling Downhill
- Chapter 8: The Explore/Exploit Tradeoff
- Chapter 9: Distributed vs. Centralized
- Chapter 10: Bayesian Reasoning
- Chapter 11: Cooperation Without Trust
- Chapter 12: Satisficing
- Chapter 13: Annealing and Shaking
4
How Things Go Wrong
9 chapters- Part III: How Things Go Wrong
- Chapter 14: Overfitting
- Chapter 15: Goodhart's Law — When Every Metric Becomes a Target
- Chapter 16: Legibility and Control -- What States, Corporations, Algorithms, and Helicopter Parents All Get Wrong the Same Way
- Chapter 17: Redundancy vs. Efficiency -- The Tradeoff That Kills Systems
- Chapter 18: Cascading Failures -- How One Small Break Brings Down Everything
- Chapter 19: Iatrogenesis -- When the Cure Is the Disease
- Chapter 20: Legibility Traps -- The Deadly Cost of Making the Complex Simple
- Chapter 21: The Cobra Effect -- When Incentives Backfire Identically Across Every Domain
5
How Knowledge Works
8 chapters- Part IV: How Knowledge Works
- Chapter 22: The Map Is Not the Territory -- How Every Field Learns (and Forgets) This Lesson
- Chapter 23: Tacit Knowledge -- The Knowledge That Stays in the Room
- Chapter 24: Paradigm Shifts -- Why Revolutionary Ideas Follow the Same Social Script in Every Field
- Chapter 25: The Adjacent Possible -- Why Innovation Follows the Same Path in Biology, Technology, Music, Law, and Cuisine
- Chapter 26: Multiple Discovery -- Why the Same Idea Keeps Being Invented Simultaneously
- Chapter 27: Boundary Objects -- The Concepts That Let Different Worlds Communicate
- Chapter 28: Dark Knowledge -- What Entire Fields Know But Never Write Down
6
How Systems Grow, Age, and Die
6 chapters- Part V: How Systems Grow, Age, and Die
- Chapter 29: Scaling Laws -- Why Size Changes Everything
- Chapter 30: Debt -- The Hidden Metaphor Running Through Everything
- Chapter 31: Senescence -- How Systems Age and Why the Patterns Are Universal
- Chapter 32: Succession -- The Universal Pattern of What Replaces What
- Chapter 33: The Lifecycle S-Curve -- Birth, Growth, Maturity, and Decline in Everything
7
How Humans Actually Decide
6 chapters- Part VI: How Humans Actually Decide
- Chapter 34: Skin in the Game -- Why Decision Quality Collapses When Deciders Don't Bear Consequences
- Chapter 35: The Streetlight Effect -- How Every Field Searches Where the Light Is Good
- Chapter 36: Narrative Capture -- How Stories Hijack Reasoning
- Chapter 37: Survivorship Bias -- The Evidence You Never See
- Chapter 38: Chesterton's Fence -- The Universal Failure to Ask Why Before Removing
8
The Deep Structure
4 chapters- Part VII: The Deep Structure
- Chapter 39: Information as the Universal Currency -- How Bits Connect Physics, Biology, Economics, and Communication
- Chapter 40: Symmetry and Symmetry-Breaking -- The Hidden Geometry of Change
- Chapter 41: Conservation Laws of Human Systems -- What Gets Conserved When Everything Else Changes
9
Synthesis
3 chapters10
Appendices
7 chaptersExplore Related Books
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