Key risks include: overestimating your edge, high volatility with full Kelly, psychological challenges with large bet sizes, and the need for accurate probability estimates. Kelly assumes you can accurately assess true probabilities, which is difficult. Most bettors use fractional Kelly to reduce these risks.