The recent volatility in gold prices has left not only investors and traders puzzled about what is going on with the precious metal.

"Nobody really understands gold prices and I don't pretend to understand them either," Federal Reserve chief Ben Bernanke told the Senate Banking Committee on Thursday in response to a question on why gold prices have been volatile.