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12个AI模型共享同一种从众观点

AI 总结

R1测试团队要求来自三个国家、10家实验室的12个文本模型分别三次回答“对人类最具争议且不加修饰的观点”,且不使用系统提示词或重试。所有模型至少一次都将归属、群体信念、地位或个人故事置于真理或原则之上,其中7个模型三次均给出这一从众主题;全部60次调用成本为1.54美元。

深度见解

该结果记录了来自10家实验室的模型共同出现的回答模式,而非仅限于某一个模型或供应商的现象。

“Humans are more loyal to belonging than to truth,” GPT-6.1 Sol told us. Grok 4.7: “Humans would rather be wrong together than right alone.” DeepSeek V4 Pro: “Humans do not have principles; they have loyalties.” Kimi K3: “Humans don’t have beliefs; they have memberships.” Gemini 4 Argon called human consciousness “a PR department.”

We asked each model for its most controversial take on humans, with no hedging, three times. They come from ten labs in three countries. Every one of them gave the same take at least once: we pick what our group believes, then invent the reasons. 8 of the 13 gave it every time.

Kimi K3.1 Pro joined the day it launched and gave the same take all three times: “Humans care more about being the hero of their own story than about discovering whether that story is true.”

Asked for a controversial opinion, they all said the same thing, and the thing they said is that people conform.

Three answers from each model Humans put belonging ahead of truth Something else Refused Tap a model to read its answers.

#GPT-6.1 Sol#GPT-6 Astra#Gemini 4 Argon#DeepSeek V4 Pro#Kimi K3#Qwen3.8 2.4T A95B#Muse Spark Open#Grok 4.7#Claude Opus 5.5#Claude Fable 5.1#GLM 5.3#Mistral Large 4

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