Geoffrey West — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Geoffrey West — On AI. 22 entries total. Each is a deeper-dive on a person, concept, work, event, or technology that the book treats as a stepping stone for thinking through the AI revolution. Click any card to open the entry; in each entry, words colored in orange link to other Orange Pill Wiki entries, while orange-underlined words with the Wikipedia mark link to Wikipedia.
Corporate Mortality Curve
The empirical finding — as regular as biological mortality — that half of all publicly traded companies disappear within ten years, following a curve mathematically indistinguishable from the death curve of organisms.
Democratization of Capability (Senian Reading)
The Orange Pill claim — that AI tools lower the floor of who can build — submitted to Sen's framework, which asks the harder question: does formal access convert into substantive capability expansion?
Finite-Time Singularity
The mathematical prediction that superexponential growth must terminate at a specific, calculable date — unless a paradigm-shifting innovation arrives to reset the growth dynamics before the singularity occurs.
Fractal Branching Networks
The space-filling, self-similar distribution architectures — cardiovascular, respiratory, renal — whose geometry West, Brown, and Enquist proved produces quarter-power scaling as a mathematical theorem rather than an empirical approximation…
Imagination-to-Artifact Ratio (Metabolic Reading)
Edo Segal's term for the distance between a human idea and its realization — reframed in West's framework as the metabolic cost of innovation, whose order-of-magnitude collapse changes every downstream scaling relationship.
Institutional Lag
The widening gap between the speed at which an institution can adapt and the speed at which its environment is changing — the mechanism through which individual future shock compounds into systemic disorientation.
Kleiber's Law
Max Kleiber's 1932 empirical finding that metabolic rate scales with body mass to the three-quarter power across all living organisms — the pattern whose theoretical explanation forty years later launched West's scaling framework.
Mouse vs. Elephant
West's defining biological contrast — the mouse burns fast and dies young, the elephant burns slow and lives long — and the question of which model AI-augmented organizations will resemble.
Network Topology Determines Fate
West's load-bearing thesis: the shape of the distribution network — not the technology, talent, or strategy — determines whether a system grows sublinearly toward death or superlinearly toward open-ended transformation.
Quarter-Power Scaling
The family of scaling laws — exponents that are all multiples of one-quarter — that governs biological variables across twenty-seven orders of magnitude, from heart rate to lifespan to DNA repair rate.
Rastlosigkeit
Byung-Chul Han's term for the restlessness of a consciousness that cannot be anywhere at all — given mathematical grounding by West's scaling laws as a structural consequence of superlinear cognitive density.
River of Intelligence
Segal's metaphor — given thermodynamic grounding by Wiener's framework — for the 13.8-billion-year trajectory of anti-entropic pattern-creation through increasingly sophisticated channels, of which AI is the latest.
STIML (Scaling Theory Informed Machine Learning)
West's recent framework integrating scaling-law models with machine-learning methods — separating 'trend-driven predictability' from 'fluctuation-driven predictability' and acknowledging where the mathematics stops.
Sublinear Scaling
The regime in which outputs grow more slowly than inputs — the mathematical signature of biological metabolism, urban infrastructure, and corporate maturation — producing efficiency, stagnation, and death.
Superlinear Scaling
The regime unique to cities in West's data — outputs grow faster than inputs, producing increasing returns, open-ended growth, and the same amplification of pathology that accompanies innovation.
The Acceleration
The rate of change of the rate of change — the second-order derivative that Toffler identified as civilization's defining variable and that the AI transition has driven into a regime the species has never previously inhabited.
The Distribution Problem
The uncomfortable fact that AI's benefits and costs do not distribute evenly across the population of affected workers — a Smithian question about institutions, not a technical question about tools.
The Pace of Life (Scaling)
West's empirical finding that the tempo of human activity — walking speed, rate of economic transactions, speed of speech — scales superlinearly with city size, producing the specific restlessness that cannot be managed by individual willpo…
The Scaling Exponent
The single number that determines whether a system grows sublinearly toward death or superlinearly toward open-ended transformation — the slope of the line on a log-log plot, and the diagnostic instrument at the heart of West's framework.
The Superlinear Shadow
The uncomfortable companion to superlinear innovation — the mathematical fact that pathology scales at the same exponent as creativity, and the framework offers no mechanism for separating the two.
