Risk management for hedge funds is different from traditional methods used in finance. This article discusses how tools like mean-variance analysis and Value-at-Risk may not fully capture the risks of hedge-fund investments. Unique aspects like survivorship bias, dynamic risk analytics, liquidity, and nonlinearities are important for hedge-fund managers and investors to consider. The goal is to develop new risk analytics tailored for hedge funds to increase transparency without revealing proprietary strategies.