Non-cognate amino acids are discriminated at aaRS synthetic and editing reactions. Use of [32P]-tRNA in analysis of the non-cognate reactions is valuable but needs strict controls. Single-turnover approaches are required for analysis of synthetic and editing reactions. Quantitative approaches with extracted rate constants are essential for mechanistic conclusions.