This document discusses major losses incurred by financial institutions and non-financial corporations from derivatives mishaps and provides lessons that can be learned from them. It lists companies that suffered billion-dollar losses and notes that risk limits must be set and exceeded, diversification is important, and risk, models, and liquidity should not be underestimated. Separating traders, offices, and ensuring conservative profits recognition are also advised.