A new article in the New York Times regarding the allegations against Marc Hauser illustrate how difficult it is to determine whether one is guilty of scientific fraud. A main problem is that record-keeping standards are so lax. This is another reason why open science is important. Open science involves releasing original data and analyses, which is much easier if you have been keeping good records along the way.