Unverified50% confidenceCautionExact time
If only the act of claiming uncertainty is rewarded, agents will output uncertainty statements indiscriminately, which is a manifestation of Goodhart's Law.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
Unverified该项目引入主动消歧机制：当不确定性超过阈值时智能体不直接输出，而是主动向用户提出澄清问题75% similarUnverifiedThe flexibility of autonomous agents comes at the cost of non-determinism—the same input may produce different outputs—and each inference consumes a large number of tokens, making cost control a barrier to scaling.72% similarUnverifiedThe article argues that 'taking risks' is not recklessness, but rather choosing to move forward with a clear awareness of the risks involved—and this is the essential difference between fearlessness and ignorance.72% similarUnverifiedThe precautionary principle under moral uncertainty holds that when it cannot be determined whether an entity possesses morally relevant attributes, taking protective measures at an acceptable cost is preferable to waiting until certainty is established.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/999289API
curl https://kongchang.com/api/v1/knowledge/claims/999289MCP
get_claim(id=999289)