ALOSI is an open source adaptive engine powering individualized learning and assessment pathways. The ALOSI architecture integrates seamlessly with multiple LMS’s (e.g.,edX, Canvas) and independently with content repositories. ALOSI uses Bayesian Knowledge Tracing—a machine learning algorithm—to power the individualized pathways.