Amy Kwalwasser on Quantum Risk Modeling and the Next Generation of Market Stability Amy Kwalwasser is a New York City-based quantum computing specialist focused on the application of quantum algorithms in quantitative finance. Her work centers on portfolio optimization, risk modeling, and trading strategy research, helping financial institutions assess how quantum technologies may enhance market analysis and investment decision-making. Financial markets have always been complex, but the modern market structure has reached a level of interconnection that challenges even the most sophisticated risk systems. A single movement in interest rates can affect equities, bonds, currencies, derivatives, private credit, real estate, commodities, and bank balance sheets at the same time. A credit event in one region can influence global funding markets. A liquidity shock in one asset class can force selling in another. What begins as a localized disruption can quickly become a systemic event....