1960: The Year The Singularity Was Cancelled
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Summary
A striking growth-economics/big-history essay (from a Paul Christiano conversation). Von Foerster's hyperbolic population model (population->technology->population) predicted infinity in ~2026; economic growth was likewise hyperbolic — pointed at an early-21st-century singularity from ANY historical vantage (Roman, medieval, Victorian) — until ~1960, when doubling times stopped shrinking and growth went flat. Von Foerster's answer: it all bottoms out in population, and the demographic transition broke the loop. The provocative Christiano reframe: the Industrial Revolution wasn't a break in the GDP trend at all, just a shift from the Malthusian regime (growth->more people at subsistence) to the modern one (growth->per-capita income), with Northern Europe's plague-suppressed population letting technology finally outpace Malthus ~1650. Closes on the AI payoff: AI reopens the 'convert money into researchers' loop, so hyperbolic growth could be back on. Excellent.
Why this score
Quality 83 · Excellent. Excellent (83): a memorable, genuinely illuminating synthesis (singularity-as-population-artifact, IR-as-regime-shift-not-trend-break, AI-reopens-hyperbolic-growth) that reshapes how a reader sees growth history; among Scott's best economics essays, held below the very top as an exposition of others' models.
Claude’s paradigm shift 62 · Notable shift. Major shift (62): the hyperbolic-growth-cancelled-by-demography frame and the IR-isn't-a-trend-break claim were a fresh, non-obvious reframe for most readers, building on von Foerster and Christiano.
Real-world impact 4 · Moderate. Moderate (4): widely cited in growth-economics and AI-takeoff/futurism discussion; discourse-level influence in an educated subculture.