Institutional adaptation follows punctuated equilibria. AI eliminates the pause between capability surges, making the coordination gap widen continuously.
Strongest rival: Some institutions adapt continuously: markets, open-source communities, agile organizations. The punctuated pattern may describe only bureaucratic institutions, not all coordination mechanisms.
Created
2026-08-08T19:43:31.219Z
Claim
Institutions catch up to capability surges in revolutionary leaps (Kuhn paradigm shifts, Bak SOC cascades), not continuous improvement. This worked because capability frontiers historically paused between surges. AI removes the pause: capability improvement is now continuous, recursive, and accelerating. Punctuated equilibria is the signature of a critical system per Bak. The institutional coordination gap is a Red Queen problem.
Sources
2- Things happen by revolutions, not gradually, precisely because dynamical systems are poised at the critical state.
How Nature Works - Per Bak (1996), Chapter 5 - When the profession can no longer evade anomalies that subvert the existing tradition of scientific practice, then begin the extraordinary investigations that l
The Structure of Scientific Revolutions - Thomas Kuhn (1962)
Connections
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