This editorial discusses the need for critical assessment of theoretical calculations of atomic structure and transition probabilities. It notes that while computational codes can generate extensive atomic data, the quality of this data is rarely verified. It suggests various methods for estimating uncertainties in theoretical atomic data calculations, including comparing length and velocity gauges, performing convergence studies, and internal benchmarking for large data sets. The goal is to develop strategies to evaluate theoretical atomic data and ensure its quality for applications.