Pattern 79

Identify what AI did, where it matters

Label the actor, action and artifact at the moment they could be misunderstood.

Research-informed design proposal

Concrete takeaway

Use plain-language labels beside the relevant feature, speaker or content: AI assistant, explanation generated with AI, AI-assisted prayer draft, or synthetic voice reading a named edition.

Choose an approach

These are editorial decision conditions to validate. Some alternatives are successive states or can be combined; they are not always exclusive choices.

AlternativeUse whenTradeoff or requirement
A · Before an AI actionA person is about to use an AI featureName the operation and retain a non-AI route where offered
B · Blended contentGenerated material sits beside verified textLabels must identify each layer without labelling the translation as AI
C · Actor transitionAn interaction changes from AI to humanThe change is shown only when a real responder is connected

The problem

A Bible app mixes verified Scripture, authored commentary, personal notes and generated material. A brand name or sparkle icon may leave readers unsure whether they are reading a translation, a pastor’s words or an AI explanation.

The pattern

Use plain-language labels beside the relevant feature, speaker or content: AI assistant, explanation generated with AI, AI-assisted prayer draft, or synthetic voice reading a named edition. Keep a short visible label and optional details about sources, review and limitations. Retain identity through human handoffs and distinguish retrieval of publisher text from generated interpretation.

Compare the alternatives

Label the actor, action and artifact at the moment they could be misunderstood.

A · Before an AI action

Assistant · Example interface
‹   Verified passage   ⋯
8
9
10
Generate an explanation with AI
Uses this passage and the sources you choose.
Read attributed commentary instead

Explain the operation before it begins.

B · Blended content

Assistant · Example interface
Edition A · verified source text
‹   Original passage   ⋯
8
9
10
Explanation generated with AI
This is interpretation, not the translation.
Sources and creation details

Keep verified text and generated explanation distinct.

C · Actor transition

Assistant · Example interface
AI assistant
AI response
Generated response text.
Human support has joined · only after confirmed connection.
Named human responder
Human-authored response.

Sender identity survives a real human handoff.

Original wireframe proposals · No live controls · Grey rows represent schematic text, not loading states · Labelled placeholders are not Scripture quotations

Download this wireframe as SVG

Failure modes

Only disclosing in onboarding or terms; colour-only labels; generic AI tags with no operation; implied clergy credentials; treating a citation or human review badge as proof of correctness; placing an AI tag on verified Scripture because it sits inside an AI response.

Bible and faith considerations

A generated prayer is an editable draft, not divine speech. A synthetic voice reading verified Scripture changes narration provenance without making the edition text AI-authored.

What to validate

Ask readers to identify who or what produced each layer, what AI changed and whether a human actually reviewed it. Test screen readers, first entry through deep links, audio-only use and AI-to-human transitions.

Evidence status

Research-informed design proposal. These visual alternatives have not been tested with users in this atlas. Source findings, documented behaviour and this proposed adaptation are different kinds of evidence.

Sources and adaptation

This card is an original design synthesis. The following sources inform its content distinctions, interaction approach or review requirements; they do not validate the whole pattern.

Common scenarios and flows

Examples in use

Attributed app evidence with dates and review limits. A screenshot illustrates an implementation; it does not establish that the proposal works for every audience.

Explore the growing app-example collection

Design principles in this decision

Editorial application of Missional by Design. These values frame review questions; they do not validate a pattern’s effectiveness.

Compare alternatives using the task and evidence above. Record competing needs instead of treating a principle as an automatic verdict.

Regional applicability

Design review questions · 5 October 2026. These prompts identify possible triggers; they do not classify this pattern or every faith app as a regulated service.

What does this service actually offer: source assistance, a sustained companion, pastoral support or a clinical service? Review entry, return and recurring notices against the applicable definition.

Start with EU and Germany, then review the relevant market:

Use the jurisdiction decision guide to record the trigger, source version and resulting product requirement.