Unverified50% confidenceFactExact time
The paper documents three hidden failure modes of time-domain damping labels, which leave no trace in the residuals and are easily overlooked.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the three complete cases that retained the text check, the idle agent FAILED all three, and the failure reasons were all related to text content, not the tool-call check.72% similarUnverifiedThe paper diagnoses three types of failure modes: attribute memory being stronger than image grounding, erroneous decisions being irreversible, and answer extraction introducing additional loss.70% similarUnverifiedScenarios that fingerprint detection cannot cover include: changed wording with the same meaning (requires embedding vectors), entirely new messages each turn, and malformed messages causing downstream crashes.69% similarUnverifiedFailures caused by broken locators are false failures: the functionality under test itself is working, but the coupling between the test code and the page structure has broken.67% similarUnverifiedEven if fine-tuning is done in the future, structural errors (incorrect schema, invalid coordinates, missing labels) should still be rejected.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1068952API
curl https://kongchang.com/api/v1/knowledge/claims/1068952MCP
get_claim(id=1068952)