How to spot outdated facts in a personal AI profile

A fact can be accurately extracted from an old message and still be wrong today. Jobs change, projects end, budgets vary and preferences evolve. Reviewing a profile therefore requires two checks: whether the statement was supported in its original context and whether it remains appropriate for the current purpose.

Begin with time-sensitive categories

Review statements about current work, location, household circumstances, schedules, shopping plans and active goals first. They often change faster than a longstanding hobby. Identify which entries describe a past event and which claim to describe the present.

Do not automatically replace an old value with a newer sentence. The newer sentence might describe a hypothetical scenario, another person or a short trip. Read context and confirm what changed. A date helps organize evidence, but it does not make the latest mention authoritative by itself.

Distinguish an event date from a message date

A conversation timestamp usually tells you when the message was recorded, not necessarily when the event occurred. “I moved two years ago” describes an earlier event. “I might move next spring” is a plan. A profile should not display both as completed moves on the message dates.

Keep date precision honest. If the source establishes only a year or an approximate period, do not invent a day. If timing is unknown, say so. This matters especially for timelines and maps, where a visually precise point can suggest certainty that the evidence does not support.

Review temporary constraints

Look for phrases such as “this week,” “for this trip,” “while studying” or “until the contract ends.” These may explain why a particular answer was true. A temporary budget or schedule should not quietly become an enduring preference.

For an invented example, someone who asks for microwave meals while renovating a kitchen may normally enjoy cooking elaborate dinners. The renovation context makes both statements consistent. Preserve the scope or remove the temporary entry once it no longer helps. Avoid forcing the profile into a single permanent label.

Correct the current statement with context

When editing, write a clear current value and, if useful, a short scope note. “Currently planning local weekend trips” is more actionable than “likes travel.” You do not need to publish a full history of why the preference changed.

Choose the appropriate control. Editing a manual answer changes what you declare. Dismissing a derived claim rejects an interpretation. Deactivating an answer can retain it while excluding it from usable projections. Deleting a source removes a wider set of records. Understand those effects before choosing the broadest control for a narrow correction.

Create a sustainable review habit

Pick a review interval suited to the information. Active shopping plans may need attention when the purchase ends, while a language preference may remain stable for years. You do not need to inspect every field every week. Review the entries that will affect the decision you are about to make.

Persir keeps manual and imported records distinct and provides source context for derived information. Its private outputs depend on supported saved evidence, so correcting the underlying record matters. A polished About Me card is not proof that every fact remains current. Keep the profile useful by allowing it to change as your circumstances do.