Unverified50% confidenceOpinionExact time
The threshold of "marginal risk being equivalent to other risks" is extremely difficult to quantify, as there is currently neither a widely accepted metric nor a sufficiently neutral institution to adjudicate it.
1
Sources
50%
Confidence
Long-term
Relevance
9/25/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOnce a public benchmark attracts widespread attention, it risks being targeted for optimization, and high scores do not necessarily reflect generalized reasoning ability.71% similarUnverified漏洞数量激增并不必然意味着模型更不安全，可能是审查强度提升带来的统计偏差70% similarUnverifiedGeneral-purpose large language models exhibit inconsistency in security judgments, and the same risky operation may bypass their security mechanisms simply by being rephrased or provided with a justifying context70% similarUnverifiedIn deployment environments where VRAM is constrained and cannot accommodate the large total parameter count of expert weights, dense models are the safer choice.68% similarUnverified在不确定性上升、估值缺乏安全边际的环境下，适度提高现金比例可规避下行风险并为优质机会保留主动出击能力67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/949296API
curl https://kongchang.com/api/v1/knowledge/claims/949296MCP
get_claim(id=949296)