As 2026 progresses, LLM-based tools are becoming more and more ubiquitous. Adoption across the tech industry has been mixed, both in terms of which projects are embracing “AI” technologies, and in how companies are structuring their adoption. As a result, I’m frequently asked about what Canonical and Ubuntu will do (or not) to incorporate AI. In this post I’ll detail how AI will play a part in both Canonical and Ubuntu’s future, my framework for classifying AI features in the OS, and how Canoni...