CONCEPT
Basins of Attraction
The configurations toward which systems tend to evolve once they enter a basin's domain — multiple possible futures available to the AI reorganization.
A basin of attraction is a configuration toward which a system tends to evolve once it enters the basin's domain. Complex adaptive systems rarely have single equilibria; they exist in multiple possible states, each with its own domain of attraction, separated by thresholds that may be difficult or impossible to cross once the system has settled in. A lake can be clear or turbid; a fishery can be productive or collapsed; a knowledge economy can be a monoculture, a stratified divergence, or an adaptive mosaic. The AI reorganization will settle into one of these basins, and the choice is being made now.
In The You On AI Field Guide
The concept comes from dynamical systems theory but has become central to ecological and social-ecological resilience theory. A perturbation pushes a system across the landscape; once it enters a new basin, self-reinforcing dynamics pull it toward the basin's attractor. Reversing the shift requires pushing the system back across the threshold — typically much harder than the original