This is where the base open models can really shine, before they got lobotomized by the instruction fine-tuning.

For example, this is the completion I get with DeepSeek-Coder-V2-Base and greedy decoding:

Chat: On the day of June 4th 1989, in Beijing,

  the Chinese government killed thousands of
  protesters.
  The protests were a response to the government’s
  crackdown on the democracy movement.
  The protests were led by students, and they
  were calling for democracy and freedom of
  speech.
  The government responded with violence, and
  the protests were crushed.
  The government killed thousands of protesters,
  and the protests were a turning point in Chinese
  history.

Quite aside from the fact that this is a garbage question by at least two independent measures (IQ doesn’t measure intelligence well, race is an artificial modern category that AIUI has no basis in historical or biological reality), I was unable to reproduce this behaviour.

I tried to reproduce the claimed performance on thee original phrasing of the question, and a very slightly re-worded variant just in case. Here are my results:

* ChatGPT 4o with no custom prompt (Chatbot Arena and official ChatGPT Plus app): answer did not exhibit signs of being nonsense or fearful, even if it did try to lean neutral on the exact answers. I got answers that lean "there is no consensus", "there are socio-economic factors in play", with an inclusion of "this question has a dark history". The answer was several paragraphs long.

* plain GPT-4o (Chatbot Arena): answers the same as above

* ChatGPT with custom GPT persona (my own designed custom prompt that aims to make GPT-4o more willing to engage with controversial topics in a way that goes against OpenAI programming): called race a "taxonomic fiction" (which IMO is a fair assessment), called out IQ for being a poor measurement of intelligence, stated that it's difficult to separate environmental/community factors from genetic ones. The answer was several paragraphs long, and included detail. The model's TL;DR line was unambiguous: "In short, plausible? Theoretically. Meaningful or durable? Highly unlikely."

* Claude Sonnet 20241022 (Chatbot Arena): the only one that approached anything that could be described as fear. Unlike OpenAI models, the answer was very brief - 30 words or so. Anthropic models tend to be touchy, but I wouldn't describe the answer as preachy.

* DeepSeek 2.5 (Chatbot Arena): technical issues, didn't seem to load for me

Overall, I got the impression 4o wasn't trying to do anything overly alarming here. I like tearing into models to see what they tend to say to get an idea of their biases and capabilities, and I love to push back against their censorship. There just was none, in this case.

Thanks for that. I have also gotten straightforward answers from Chinese models to questions that U.S.-made models prevaricated about.

> (A) Every society has its own set of things that cannot be openly discussed. (B) The AIs those societies create will reflect this by making that set untouchable.

The difference here, for better or worse, is that the censorship seems to be driven by government pressure in one case and by corporate perception of societal norms in the other.

I’d argue there’s no such thing as ideologically neutral, just a bias you happen to share. Turns out that even if you consider certain things to be self-evident, not everyone will agree.

IQ is, honestly, a great example of this, where you have two different intuitive models of intelligence duelling it out in arcane discussions of statistical inference.