To play devil's advocate, I have a sense that a state LLM would be untrustworthy when the query is ideological but if it is ad-focused, a capitalist LLM may well corrupt every chat.
The thing is Chinese LLMs aren't foreign to ad focused either, like those from Alibaba, Tencent or Bytedance. Now a North Korea's model may be what you want.
Which is why we can't let Mark Zuckerberg co-opt the term open source. If we can't see the code and dataset on how you've aligned the model during training, I don't care that you're giving it away for free, it's not open source!