What is the difference between an LMS and an AI capability system?
A learning management system stores courses and tracks who completed them. An AI capability system builds and records real ability on real work. One measures completion, the other measures capability. For AI, where the tools change constantly, completion ages fast and capability is what holds value.
An LMS is built for content that stays still, a compliance module or a fixed curriculum. AI does not stay still, so a course captured today is partly out of date within months.
A capability system is built for a moving target. It keeps practice tied to current tools and keeps a live record of what people can do, rather than a certificate that says what they once sat through.
Often yes, for fixed and compliance training. For AI capability specifically, an LMS is the wrong shape, because the skill has to keep moving and be proven on real work.