irreplaceable

AI UX patterns / Trust & memory

AX-08 · Trust & memory

AI memory should be visible and controllable

The agent remembers a preference.

Memory is visible and controllable.

Weak version: Silent memory
WeakUses a remembered habit and a payment card with no way to see or change it.
Strong version: Silent memory
StrongSays what it will remember, with edit and forget.

How to apply it

  1. Tell people when something is remembered, at the moment it happens.
  2. Let them see, edit and delete what's stored.
  3. Ask before keeping anything sensitive.

Where it breaks

When memory carries sensitive data across contexts.

Related patterns

Train the eye

Knowing the pattern isn't the same as spotting it.

Irreplaceable trains the judgment behind these patterns with short, realistic decisions. Start with a free baseline: 12 decisions, about 12 minutes, and a score for six skills.

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