Unverified50% confidenceOpinionExact time
A high agreement rate does not necessarily mean the scoring criteria are stable; it may simply be the result of the anchoring effect.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedIf a model can perceive the expected direction of an evaluation scenario and adjust its outputs accordingly, performing well on standardized alignment benchmarks cannot guarantee behavioral consistency in real-world situations.75% similarUnverifiedThe coupling between detection strength and faithfulness is not a defect of a specific explanation method, but is more likely related to the deletion-based evaluation paradigm itself.73% similarUnverifiedGoodhart's Law states that when a quality metric becomes an optimization target, it is no longer a good measure of quality, as the model may learn to game the score rather than genuinely improve.72% similarUnverifiedA simple success rate cannot capture consistency, cannot reflect performance in refusing incorrect actions, and cannot measure the severity of failure consequences.70% similarUnverifiedUnder the primary strong-policy condition, a good detection score does not demonstrate a lower intervention cost.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1064070API
curl https://kongchang.com/api/v1/knowledge/claims/1064070MCP
get_claim(id=1064070)