A recent article in the Proceedings of the National Academy of Sciences by Redish et al. argues that ‘reproducibility failures are essential to scientific inquiry.’ The authors remind readers that progress in many fields often proceeds haltingly, with successes, retrenchments, reconsiderations, and revisions.