AI has arrived in L&D. Fast. Faster than most operating models could adapt. Tools are everywhere—but impact isn’t. Work isn’t easier. Quality varies. Effort has just moved. This isn’t a capability problem. It’s an operating one. Until AI is embedded into how learning actually works, most teams will stay stuck in experimentation—without converting that activity into real value.