Advanced Financial Risk Scenario Modeling Framework

Design a comprehensive risk assessment framework for a mid-tier investment bank that integrates Monte Carlo simulations, machine learning predictive models, and real-time economic indicator analysis. Create a modular architecture that can dynamically adjust risk weightings across multiple asset classes, including cryptocurrency, traditional equities, and emerging market derivatives. Include specific methodology for quantifying black swan event probabilities and developing adaptive hedging strategies.