Instead of a UI that's "Describe what you want" you're going to have "Describe what you want and give me some examples because I can't guarantee reliable output otherwise"?

Part of LLMs becoming more than toy apps is the former winning out over the latter. Using techniques like chain of thought with carefully formed completions lets you avoid the awkward "my user is an unwilling prompt engineer" scenarios that pop up otherwise.