Without going too far into philosophy, I assert that things that we trust are mostly grounded in triangulation. Confirmation from multiple sources is sought and the result is judged more or less trustworthy based on the relative agreement or disagreement from those sources. One can quickly go down the rabbit hole here: how trustworthy are the sources? What if they sort of agree? These are challenges, but the general idea still applies.