Where this fits: Consumer mood-tracking apps and wearable devices are already in use by patients with bipolar disorder, often without the clinician's knowledge. This lesson examines the evidence on digital phenotyping accuracy, the gap between research metrics and real-world clinical utility, and the algorithmic bias problems that make current systems unreliable across diverse populations.