Completing Market Equilibrium Theory Through the Carlo Framework: A Mechanism for Instability, Reorganisation, and Regime Shift

DESCRIPTION:This work completes market equilibrium theory by supplying the mechanism economics lacks. Classical models predict stable equilibrium, yet real markets exhibit bubbles, crashes, volatility, and persistent disequilibrium. Using the Carlo Framework, this paper introduces the contradiction engine, the trajectory update rule, and the Reset Operator > as the missing structural components that mechanise market instability. The completed model treats the conflict between stabilising and destabilising forces as a contradiction loop. When this loop exceeds tolerance, the Carlo reset mechanism produces market reorganisation events such as crashes and regime shifts. This paper formalises the market contradiction, defines the reset thresholds, and provides a unified mechanism linking equilibrium theory to real-world instability. KEYWORDS:market equilibrium, disequilibrium, bubbles, crashes, volatility, behavioural finance, expectations, supply and demand, adaptive markets, contradiction engine, Carlo Framework, Reset Operator, trajectory update rule, market instability, foundational economics, theoretical economics, dynamic systems, system reorganisation, contradiction loops, threshold dynamics, structural completion, mechanism-level explanation, regime shifts, liquidity crises, feedback loops, herd behaviour, price dynamics, market cycles, system reset events, structural dynamics, economic modelling, instability thresholds, market architecture, dynamic markets, system transformation, economic operators, market behaviour, instability evolution, structural market formation