Unverified50% confidenceOpinionTime unknown
As large models take on the role of information intermediaries, vendor self-disclosed safety reports alone are insufficient to earn public trust regarding their performance on sensitive topics.
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe current safety evaluation model for frontier models relies heavily on voluntary corporate commitments, with the government acting only as a recipient of information rather than an active auditor.73% similarUnverified真正被业界认可的模型排名必须经得起他人用相同方法复现，厂商内部评测因缺乏透明度易出现测试集污染或挑题展示问题73% similarUnverifiedEndorsing products one does not understand or has not verified will dilute the trust relationship between a creator and their audience.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/917875API
curl https://kongchang.com/api/v1/knowledge/claims/917875MCP
get_claim(id=917875)