In the context of a Centers for Medicare & Medicaid Services proposal to simplify evaluation and management (E/M) documentation guidelines by 2021, this Viewpoint reviews the problems with current implementation of review-of-systems history taking in electronic health records (EHRs), including information overload, lack of follow-up of findings, clinical irrelevance to some patients and visits, and dishonesty in documentation.