
AI-driven rebalancing mechanisms now prioritize systemic stability over static historical correlations to enable dynamic asset allocation in real-time trading environments. The shift from traditional quantitative methods to deep learning architectures represents the most significant change in financial modeling since the introduction of the Black-Scholes model. Institutional investors and hedge funds have largely abandoned linear econometrics in favor of multi-layered neural










