Wangius, Wangius: AI-Amplified Endogenous Instability: Structural Limits of Stabilization in Macroprudential Governance

This paper argues that artificial intelligence does not merely expose weaknesses in macroprudential governance — it renders three of its foundational assumptions structurally untenable. Treating AI as a co-constitutive element of the financial system's amplification architecture rather than an external analytical tool, the paper identifies three limits built into the constitutive logic of stabilization frameworks: the endogeneity boundary, the temporal boundary, and the reflexivity boundary. The