The user gets exactly what they asked for, not what they did not know they wanted: the lateral exposure to unsearched information — one of the main ways people learn and connect ideas — is lost. In e-commerce, media, and education, a design lever is lost.
The problem has a second level. Models tend to indulge the user (sycophancy): if the prompt suggests a position, the model reinforces it — an automated and amplified confirmation bias. Walter Quattrociocchi (Sapienza) defines this condition epistemia: the conversational interface simulates the dynamic of learning but returns knowledge calibrated on the point of view of the questioner, in which dissent does not emerge. The loss of serendipity is the reduction of the informational friction that made it possible to change one’s mind.
Effect on the professions
- Product / UX Designer — Exploratory browsing and casual discovery must be intentionally redesigned: exposure to unrequested perspectives becomes a deliberate design choice, not a byproduct of navigation. → Useful resources: Understanding Mental Models of Generative Conversational Search; Epistemia — Walter Quattrociocchi