As the second wave of COVID-19 spreads across Canada, the use of COVID-19 tracing apps is on the rise. For example, the Government of Canada released COVID Alert – an app using Bluetooth technology to help people report positive diagnoses, and control the spread of the virus. The success of the app depends on a high quantity of users, but concerns over privacy and the use of artificial intelligence (AI) in analyzing the data may hinder that objective.