Unverified50% confidenceConceptExact time
Approval 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.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Claims
VerifiedExcessively frequent manual confirmations can lead to alert fatigue, causing users to habitually click "allow" without genuinely reviewing, thereby rendering the confirmation process meaningless.75% similarUnverifiedRubber-stamp approvals (where reviewers approve continuously without reading the content) can be detected by monitoring when the median approval time drops to one or two seconds.65% similarUnverifiedRuntime monitoring (continuously observing standard output, log streams, or behavioral metrics) enables humans to interrupt execution at any moment; post-hoc logs can only be used for attribution after the incident ends and cannot provide real-time control capability.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1007509API
curl https://kongchang.com/api/v1/knowledge/claims/1007509MCP
get_claim(id=1007509)