Single point of failure: Focusing on 250 S&P 500 assets to validate a portfolio optimization model completely ignores the complex realities of global markets. Such a test does not take into account liquidity risks or capital controls that we encounter, for example, in China, where an asset can become illiquid overnight. Fund management requires the ability to manage portfolios under very different regulatory and monetary regimes, which is a major blind spot of this approach.