This blog post details findings from the Semantic Telemetry Project, analyzing user engagement with Microsoft Copilot. Key takeaways include the correlation between complex task engagement and continued tool use, the increasing complexity of tasks performed by novice users, and the importance of AI expertise matching user expertise for satisfaction.