Users expect AI chat UIs to work with the precision of a computer and the social fluency and ingenuity of a human. If the AI does either imperfectly, the user will be skeptical of its value and dissuaded from its adoption.
The threshold of acceptability for AI chat interfaces
December 26, 2025