Romney sources say the meeting was arranged about a week after the election. "The White House called, Mr. Romney accepted," said a Romney source.
"The Governor is coming in with no agenda," added the Romney source. "This is two adversaries sitting down for a social lunch."
Fox News has also been told this will be a one on one meeting, with no staff present.
Jake Gibson is a producer working at the Fox News Washington bureau who covers politics, law enforcement and intelligence issues.