Unverified50% confidenceOpinionExact time
This type of failure (unsafe execution caused by omission of a key fact) cannot be eliminated through adversarial training or fact-checking, because it involves no false signal, only an information gap.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAn output validator cannot judge at the semantic level whether the fact was chosen correctly; it can only perform deterministic checks.72% similarUnverifiedThe root cause why the check could never fail was that the prompt itself already contained a constraint that made it impossible for the defect being checked to be generated in the first place.72% similarUnverifiedThe popular 'uncensoring fine-tuning' in the community typically only removes safety restriction layers and has no effect on the implicit biases caused by training data.71% similarUnverifiedRecording only the proposed calls and tool responses is insufficient to determine the true cause of an agent security test result.71% similarUnverifiedParticipants who received no auxiliary signals showed no detectable discriminative ability and were almost unable to distinguish true from false content.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1088290API
curl https://kongchang.com/api/v1/knowledge/claims/1088290MCP
get_claim(id=1088290)