Verified75% confidenceTradeoffExact time
Excessively frequent manual confirmations can lead to alert fatigue, causing users to habitually click "allow" without genuinely reviewing, thereby rendering the confirmation process meaningless.
5
Sources
75%
Confidence
Long-term
Relevance
7/18/2026
First Seen
Sources
Related Claims
UnverifiedApproval fatigue means that when the pop-up frequency exceeds a certain threshold, users no longer read the content, and the approval step degenerates from a security mechanism into a click-through ritual, leaving the gatekeeper nominally still there but effectively off duty.75% similarUnverifiedOn-demand description generation reduces the normal load, but latency behavior at query peaks and the management of cached visual token lifetimes are engineering details that need verification before deployment.65% similar
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