The Exponential Age — Interactive Mindmaps

Key concepts: Chapter One - The Harbinger

1. Chapter One - The Harbinger

Personal Origins and Early Computing

• Author's first computer encounter in 1979 Lusaka, Zambia
• Sinclair ZX81, Acorn BBC Master, and PC clone progression
• Ten-year leap showed thousands-fold power increase

Moore's Law: Mechanics and Impact

• Transistor counts double every 18-24 months at same cost
• Cost per transistor fell from $150 to billionths of a dollar
• Self-fulfilling industry pledge, not a physics law

Exponential Technology Defined

• Improves above 10% per year for decades
• 10% annual gain yields 2.5-fold per decade
• Drives dramatic price drops and capability explosions

Technology Adoption S-Curves

• Slow start, steep exponential rise, then plateau
• Social media reached 70% in 11 years vs electricity's 62%
• Smartphones diffused 12.5 times faster than telephones

Accelerating Diffusion in Digital Era

• Facebook hit million users in 15 months
• TikTok exploded from obscurity to dominance in months
• Moore's Law directly enabled this acceleration

Moore's Law Hits Physical Limits

• Transistors shrank to atomic scale causing quantum leakage
• Fabrication plants cost over $15 billion
• Transistor density growth sputtered by early 2000s

Law of Accelerating Returns and AI Revolution

• Overlapping S-curves keep overall progress exponential
• ImageNet and AlexNet sparked deep learning in 2012
• AI compute grew 300,000-fold, six times faster than Moore's Law

Key concepts: Chapter Two - The Exponential Age

2. Chapter Two - The Exponential Age

Four Exponential Domains

• Computing costs drop by factor of six each decade
• Solar power fell from $100/watt to under $0.23
• Human genome sequencing: $500M to $100 in 20 years
• 3D printing reverses subtractive manufacturing, improving 16-38% yearly

General Purpose Technologies (GPTs)

• GPTs reshape entire economies, not just narrow inventions
• Multiple GPTs emerging simultaneously makes this age special
• GPTs follow installation then deployment phases (Carlota Perez)
• Cascading interactions: PC led to internet, then smartphone

Wright's Law: Learning by Doing

• Every doubling of output cuts unit costs by constant percentage
• Progress tied to volume, not calendar years
• Lithium-ion battery prices fell 90% from 2010-2020
• Global markets grew from $318B to $20T (1970-2020)

Combination of Technologies

• Exponential technologies merge in unexpected ways
• Standardization enables Lego-like component assembly
• Energy Vault blends deep learning, cranes, and gravity batteries
• 16-year-old built cervical cancer detector using open-source tools

Networks of Information and Collaboration

• arXiv hosts millions of free papers, accelerating discovery
• 84,000 COVID-19 papers shared freely within months
• GitHub connects 56 million developers on 60 million projects
• Wikipedia democratizes specialist knowledge globally

Physical Networks and Containerization

• Shipping containers cut costs from 20% to negligible cargo value
• Ships grew from 226 to 23,000+ container capacity
• Port traffic tripled (2000-2018) while shipping costs halved
• Apple holds fewer than ten days of stock via just-in-time supply

Political Context and Tipping Point

• 1970s free-market shift unleashed entrepreneurialism and globalization
• Moore's Law (1965) and first container ship (1966) aligned
• Tipping point around 2010: smartphones, solar, digital giants
• Exponential technologies now improve over 10% annually

Key concepts: Chapter Three - The Exponential Gap

3. Chapter Three - The Exponential Gap

The Exponential Gap Defined

• Human intuition is linear, not exponential
• Amazon's 44% annual R&D growth exemplifies the gap
• Gap between fast tech and slow institutions

Exponential Growth Bias

• Cognitive machinery evolved for linear, slow change
• McKinsey missed cell phone market by 100x
• IEA underestimated solar capacity repeatedly
• COVID-19 infection forecasts were 66% off

Institutional Drag

• Institutions built for incremental, not radical change
• Engels' pause: wages stagnated 50 years post-Industrial Revolution
• Kodak invented digital camera but couldn't pivot
• Path dependence locks institutions into old trajectories

Systemic Consequences

• Smartphones caused 15% drop in gum sales
• Exponential tech now underpins all society
• Gap threatens a two-tier society

The Path Forward

• Don't slow technology—accelerate institutions
• Exponential tools needed for climate and poverty
• Radical thinking is an urgent necessity

Key concepts: Chapter Four - The Unlimited Company

4. Chapter Four - The Unlimited Company

The End of Traditional Limits

• Old ceiling: ~40% market share due to bureaucracy
• Exponential Age shatters boundaries for digital firms
• Google, Facebook, Amazon dominate 80-90% of markets
• 10% of firms now capture 80% of global profits

Three Forces Driving Unlimited Growth

• Network effects: near-zero marginal cost at scale
• Platform models: matchmaking without owning assets
• Intangible economy: code and data replace physical value

Data Network Effects and Increasing Returns

• Data feedback loop: more users improve AI, attract more users
• Google and Netflix build unassailable leads via learning
• Revenue per employee soars with scale (Netflix: $2.7M)

Expansion Strategies of Superstar Firms

• Horizontal expansion into adjacent markets (Apple)
• Vertical integration of supply chains (Google chips)
• Inventing new sectors via massive R&D (Alphabet X)

New Antitrust Challenges and Solutions

• Old price-focused tests miss harm to producers
• Big firms stifle dynamism by acquiring startups
• Tax codes let intangible-rich firms avoid payments
• Solutions: block acquisitions, mandate interoperability, regulate as utilities