Former U.S. Secretary of Defense Donald Rumsfeld is well known for his description of known knowns, the “things we know we know,” and the unknown unknowns, “the ones we don’t know we don’t know.” This second part is the realm of science. Exploring, searching, finding. But, as we saw numerous times in 2017, today we struggle to keep the catalogue of what we do know.