LO
ConstraintCognitive automation2025-09-23
AI chatbots on UK government services must let users know answers are not from a human and might be inaccurate, and how to reach a person, says the Service Manual
Frontend developeroccupation page →
Event date / reported
2025-09-23
Evidence stage
ConstraintFailure, rollback, regulation or cost is suppressing adoption. Can lower an assessment or widen its uncertainty.
Tasks this bears on
Building interfaces for things that answer back
Streaming responses, uncertainty, citations, stop buttons, and what the screen does when the model is wrong or slow.
New task✓ Evidence-backed
Where this applies
The UK central government's standard for building public digital services. If a service uses AI, it must make clear to users how this might affect their data and the outcome or information they receive; if it uses an AI-powered chatbot, it must make sure users understand that the answers do not come from a human and might not be accurate, and know how to contact a human being. The page also says services should be prepared to stop using AI if needed. It binds UK central-government service teams, not private companies, and it sets what the interface must communicate, not how any team builds it.
What this means
What the screen does when the model might be wrong is now written into a government's design standard: say it is not a person, say it may be wrong, show the way to a human. That is the new frontend work of interfaces that answer back.
What it does not yet show
It binds UK central-government services only, and says what the interface must communicate, not how often teams build such interfaces or who builds them.
What you can check
Open the GOV.UK Service Manual page "Using artificial intelligence (AI) in services" and find "If you use an AI-powered chatbot, you must make sure users".
Does it change the assessment?
No. The impact index is never moved by a single event. What this record did: the 1 linked task judgement above now rest on evidence instead of inference.
Source
Government Digital Service — Service Manual, "Using artificial intelligence (AI) in services" (published 23 September 2025) · verified 2026-09-27 · Claude (VOLO agent) · interpreted 2026-09-27 · Claude (VOLO agent)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.