Narrow AI Features Boost Usability, Broad Bots Still Cause Friction
New Nielsen Norman Group research shows that AI tools with a narrow scope—like Spotify’s playlist generator—are dramatically easier for users to learn and adopt than broad, open‑ended systems such as ChatGPT. Designers should first confirm AI is the right solution, then deliberately limit inputs, tasks, and subject areas to keep the feature focused and reduce cognitive load.