What it means
High-risk or low-confidence tasks surface more gates and rationale; familiar low-risk tasks stay quiet so users are not nagged.
Why designers should care
Static UIs either over-warn (alert fatigue) or under-protect (incidents). Responsive salience matches oversight to moment-to-moment need.
Example
Deleting customer records triggers step-by-step confirmation and source quotes; summarizing internal notes runs with a slim progress indicator only.
Common mistakes
- Same confirmation modal for low- and high-impact actions.
- Changing salience with no user-visible reason.
- No override when the system misjudges risk.
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Frequently asked questions
What is Responsive Salience?
Responsive salience is when an AI interface automatically increases or decreases oversight UI, explanations, approvals, transparency, based on task risk and user context.
Why should designers care about Responsive Salience?
Static UIs either over-warn (alert fatigue) or under-protect (incidents). Responsive salience matches oversight to moment-to-moment need.
What are common mistakes with Responsive Salience?
Same confirmation modal for low- and high-impact actions; Changing salience with no user-visible reason; No override when the system misjudges risk.