Systematic image screening at EMBO Press uncovers many problems, most of which can be resolved. Standardized pre-publication image screening would make for a more reliable literature. Flagging putative image manipulation post-publication remains an important control mechanism, but must not fall victim to an overzealous response. The STAP stem cell papers are a case in point.