How has animal testing become as controversial as the GMOs that are evaluated by testing them on animals ? This has happened because the tests are designed by players involved in the GMO controversy in order to influence its outcome. The history of GMO evaluation methods outlined here tells us much about the limitations of the scientific language of proof and model, when its objet is publicly and durably pervaded by very different assumptions that are deliberately used to promote or undermine as much as to evaluate.