How technology produces economic takeoffs. Why every major innovation — from the power loom to artificial intelligence — destroys the old world and builds a richer one in its place.
Schumpeter's creative destruction (Capitalism, Socialism and Democracy, 1942) argues that capitalism survives not by reaching equilibrium but by destroying it. Every major technology follows the same pattern: devastation, then abundance. AI is the latest — and perhaps most powerful — gale.
Braess's Paradox (Braess, 1968) proves that adding a free road to a traffic network can trap every driver in a slower equilibrium — not through irrationality, but through the inescapable logic of individual optimization. The price of anarchy is exactly 4/3.
The Innovator's Dilemma (Christensen, 1997) proves that the best-managed companies are systematically destroyed by worse competitors — not despite their excellence, but because of it. When technology outpaces customer needs, the overshoot creates an opening at the bottom that only an outsider can exploit.
Solow's growth model (Solow, 1956–1957) proved that capital accumulation — investment, machines, infrastructure — accounts for barely 12 cents of every dollar of long-run growth. The other 88 cents are a residual: Total Factor Productivity, the unmeasurable engine of knowledge and technology that capital alone can never replace.
The Saros cycle (Chaldean astronomers, ~700 BCE; named by Halley, 1691) is not a physical law but a numerical accident: 223 synodic months ≈ 242 draconic months ≈ 239 anomalistic months, all within 13 hours over 18 years. The next member of Saros Series 126 crosses Iceland and Spain on August 12, 2026 — the first total eclipse over mainland Europe since 1999.
Minsky's Financial Instability Hypothesis (Stabilizing an Unstable Economy, 1986) argues that capitalist economies do not tend toward equilibrium — they tend toward fragility. Every prolonged calm systematically produces hedge borrowers who become speculative, speculative borrowers who become Ponzi, and Ponzi structures that inevitably collapse. Stability is not the destination. It is the danger.
Foster's S-curve model (Innovation: The Attacker's Advantage, 1986) proves that every technology follows a logistic performance curve toward a physical limit — and that the very existence of that limit is the structural opening for the next technology. The ceiling is built in at birth. The seed is always germinating below.