Developmental psychologists are increasingly leveraging mobile and wearable sensors paired with machine learning and artificial intelligence (AI) to automatically detect the everyday behaviors and interactions theorized to drive development. These technologies provide an opportunity to capture learners' real-world experiences, with wide-ranging implications for basic science and intervention. However, many developmentalists lack the training to critically evaluate the accuracy of models used to