Rigor and transparency are currently being pushed at NIH, but what do they mean on a practical level? When we publish, what are the sorts of things we can do or should do. If the NIH did not push rigor, should scientists have done this? In this panel session we will discuss with experts what are some of the issues in attempting to become more rigorous and transparent, from people working to improve both rigor and transparency.