Unverified50% confidenceFactExact time
It is generally believed that an MOS above 4.0 is already close to human naturalness, and beyond 4.5 the differences between systems often require more refined testing to distinguish.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedNominal support for a 1M context does not equal maintaining the same reasoning quality at a 1M length, and the industry commonly uses the "needle in a haystack" test to examine a model's information retrieval and reasoning capabilities in ultra-long contexts.61% similarUnverified引入智能体循环后，第一次尝试就能直接跳到较高质量水平，到第三、第四次迭代时质量远超没有验证循环的情况60% similarUnverifiedThe claim that deterministic mode is 2–3× slower does not hold up in empirical testing and likely originates from certain particularly unlucky operators or older software stacks.59% similarUnverifiedLLM在不同温度参数、上下文长度、随机种子下可能对同一攻击payload给出截然不同的响应，因此LLM安全测试的通过标准本质上是统计性的58% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1080396API
curl https://kongchang.com/api/v1/knowledge/claims/1080396MCP
get_claim(id=1080396)