2026-01-27
Defining Systems (Thinking in Systems → AI Systems)
Systems thinking explains outcomes by structure, not events. A system is defined by elements, interconnections (especially information/physical flows), and its real purpose (inferred from behavior). Stocks (accumulations) change through flows (rates), and feedback loops shape dynamics: balancing loops stabilize, reinforcing loops amplify; delays often create oscillation and overshoot. Many failures repeat as structural “traps” (commons, escalation, wrong goals), so the best interventions move up the leverage ladder—from tweaking numbers to redesigning information flows, rules, goals, and paradigms.
Systems