Mostly shifting, in my experience. AI UIs tend to replace a known interface ("click this button") with an unknown one ("describe what you want"), which sounds simpler but taxes the user's working memory more. The best AI UX I've shipped hides the AI entirely — user clicks a familiar button, AI does the heavy lift invisibly, user sees a deterministic result they can edit. Chat as UI is the wrong default for most workflows.