The article explains how credit default swaps (CDS) are priced using an intensity model. CDS is like insurance against a company not being able to pay its debts. The researchers show two ways to adjust the model based on market data. They also discuss a common problem with setting up the model. Lastly, they compare how much money was recovered from defaulted bonds during a financial crisis.