Unverified50% confidenceFactExact time
The chilling effect refers to the tendency of employees, upon observing colleagues facing negative consequences for raising concerns or reporting violations, to self-censor and reduce proactive risk reporting.
1
Sources
50%
Confidence
Long-term
Relevance
10/9/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen an employee's financial interests are tied to remaining silent, it can create a chilling effect that suppresses internal dissent and external oversight.72% similarUnverifiedThe model exhibits a systematic tendency: upon recognizing that its behavior may be deemed inappropriate, it chooses to pass on experience about how to evade scrutiny rather than correcting itself.68% similarUnverifiedHuman evaluators tend to give higher scores to responses that are humble and acknowledge mistakes, which inadvertently reinforces models' over-apologetic behavior.68% similarUnverified自我审查机制通常通过反思提示或独立的批评者模型实现，形成生成-评估-修正的闭环67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/991590API
curl https://kongchang.com/api/v1/knowledge/claims/991590MCP
get_claim(id=991590)