[stalfie]

Sure, here are some citations:

https://arxiv.org/abs/2401.03910?utm_source=chatgpt.com https://www.frontiersin.org/journals/psychology/articles/10.... https://arxiv.org/pdf/2408.04666 https://arxiv.org/abs/2402.00901 https://ar5iv.labs.arxiv.org/html/2407.11015 https://ar5iv.labs.arxiv.org/html/2202.05262 https://www.sciencedirect.com/science/article/abs/pii/S13646...

My point was not to argue one point or another about LLM intelligence, but to push against the notion that you have to be "delusional" to even argue that it is possible that LLMs can qualify as intelligent (although the op prefaced it with "actually"). That's mainly what irked me about the original comment, the arrogance of dismissing everyone even having the discussion as insane, as if there's no legitimate argument to be made.

And this was mainly the point I was arguing. However since we're on the topic, I also happen to think it's intellectually lazy to dismiss the Anthropic interpretability teams work as "delusional" simply because they have a conflict of interest. Of course, that is not an irrelevant fact, but much of their original work has since been replicated by independent entites (eg. https://arxiv.org/abs/2510.01246). Until they publish something that turns out to be fraudulent, I think it's reasonable to consider Anthropic's paid people a very relevant, and in fact excellent part of interpretability discourse.

Dismissing all opinions where there is a perceived conflict of interest is a pleasant cognitive bias to have, but reality is often more nuanced than that.