On the Prosper site, they talk about how they build the default risk into the interest rates.
For example:
Say the highest rated borrowers (rated 'AA' on Prosper) default on their loans, on average, about 7% of the time. The interest rate they borrow at will be set at 15%, so that a lender can expect an 8% return on average.