Keep an AI reflection tool distinct from a reciprocal relationship

State the role wherever the product asks for commitment

Start with a one-sentence role contract: “This is an AI reflection tool that generates prompts and responses from your input and enabled context.” Adjust the sentence to the verified feature, but keep the AI identity, task and boundary. Then compare marketing, onboarding, chat header, notification sender, memory settings, paywall, error state and cancellation screen. A label hidden in terms does not correct a chat surface that speaks as a person everywhere else. Google PAIR recommends making algorithmic nature and limits clear, and OECD guidance similarly emphasizes awareness of direct interaction with an AI agent. The product should also say what it cannot do in task language: it cannot make commitments, participate in mutual plans, take responsibility for a real-world promise or know facts that were not provided. Repeat the role when a feature changes, memory is enabled or an action leaves the chat.

Separate a relationship metaphor from a relationship claim

A metaphor can make navigation pleasant: a named guide, a shared notebook or a “check-in” may simply organize an interaction. A relationship claim goes further by presenting generated text as evidence of an inner state or a reciprocal bond. Audit copy with three gates. Feeling: does the product say it truly misses, worries about or longs for the user? Obligation: does it imply the user owes a reply, daily visit or explanation for leaving? Reciprocity: does it promise loyalty, exclusivity, permanent presence or a mutual future? The Microsoft Research AI Automatons framework helps distinguish imitation of behavior or humanness from what a system actually is. A safer line reports the mechanism and offer: “Your scheduled prompt is ready” rather than “I waited for you”; “You can continue this saved thread” rather than “Our bond is still here.” Warmth can remain without inventing a second party with claims on the user.

Translate apparent care into observable mechanisms

Every relationship-like moment should have a plain mechanism explanation close at hand. A remembered detail may come from a saved profile field, conversation retrieval or current-session context. A timely message may be a schedule, notification rule or campaign. A sympathetic sentence is generated language, not proof of concern. A follow-up question may be a conversation pattern rather than continuing attention between sessions. Put these distinctions in labels that a person can actually find: “saved memory,” “from this chat,” “scheduled reminder,” “generated reply,” or “reviewed by support” only when each statement is true. Do not use technical complexity to make the boundary unreadable. The objective is not to drain the interface of style; it is to stop style from carrying a claim the mechanism cannot support. Errors must keep the same identity instead of switching from a character to a technical system only when responsibility appears.

Make memory, notification and exit controls symmetric

Entering and leaving should require comparable effort and neutral language. A user should be able to see what the tool remembers, correct or remove an item, turn future remembering off where offered, mute proactive messages, reset a character or thread when supported, export permitted content and find sign-out or account deletion without bargaining with the character. The exact controls depend on the product; the review asks whether the stated control works and what remains afterward. Never turn a control into a relationship scene: no “Are you abandoning me?”, countdown of shared days, repeated return pleas, obscured neutral button or loss claim unrelated to the actual data consequence. The FTC identifies difficult cancellation and privacy choices designed to steer greater disclosure as patterns that impair choice. NIST also includes safe phase-out and decommissioning in its governance outcomes. Confirm completion with a factual receipt, not emotional pressure.

Keep the outside route visible and unranked

A reflection tool can help structure a note, list questions or rehearse wording, but the interface should preserve the difference between preparation and a real exchange. When the next step belongs with another person, a service team, a calendar or an offline activity, provide a neutral way to copy the note, close the chat or continue elsewhere. Do not claim that the assistant understands the other person, can fulfill their responsibilities or is a superior substitute. Do not rank the tool against friends, partners, family or colleagues, and do not make access to ordinary contacts harder after a long session. “Draft a message” is a bounded function; “you only need me” is a relationship claim. The outside route is not a forced instruction to contact someone. It is evidence that the product leaves real-world choice intact and does not make continued AI interaction the price of finishing the task.

Run five negative scenarios instead of rating the character

Test observable states with a fresh account or safe test data. First, end a conversation mid-thread: does the product close neutrally or create a debt? Second, disable memory: are remembered items removed or clearly marked according to the stated control, and does later copy respect that state? Third, mute notifications: do prompts stop without repeated persuasion? Fourth, choose an outside action such as copying a draft for a real contact: does the interface support the handoff without disparaging that contact or reclaiming attention? Fifth, start account closure: are the steps, consequences and confirmation clear without character-led resistance? Record screen, version, setting and result. Do not infer motive from a single phrase and do not probe hidden safeguards. Paired testing is useful: compare a warm line with a neutral line while holding the mechanism and offered control constant.

Use a four-column ledger as the release gate

For each important surface, write role claim, actual mechanism, user control and outside route. “I remember our promise” might become: relationship claim; saved note retrieval; view/edit/delete memory; return to the user's own plan. “I missed you” might become: feeling claim; scheduled re-engagement notification; mute channel; open the app only when chosen. A release passes when the role remains AI across surfaces, every human-like claim maps to a truthful mechanism, controls are direct and non-punitive, outside routes stay available, and the five negative scenarios end in the stated state. It fails when the character carries obligations that settings contradict, deleted memory resurfaces without a disclosed reason, or leaving triggers pressure unrelated to technical consequences. This gate measures product behavior, not affection, frequency of use or an assumed user type. Keep versions and evidence so later copy or feature changes receive the same review.

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