and published, all the data had been made publicly available, any other scientists get into it, reanalyzeit and figure out what was going on so within a few months this other lab get in and said, guess what, you made a mistake, this is not actually what's going on, these genes are a misunderstanding and in very short order, this error has been corrected. >> think about it, if you couldtake again, science is never perfect , but if you can shorten the cycle where people make a false discovery to the time people realize that is false, that could help accelerate the science progress so one idea, these scientists are approaching his let's just be more transparent and let people put out data, put out the computer coding to analyze it and share their ingredients when they're asked you and this obviously raises competitive issues because science is a competitive process and not all scientists are thrilled to put all their stuff out there but to the extent that it can happen, this is good for several reasons. not least of which being if you know you're going to have to put yourself out there in th