Editing Blog/2025-12-04/Coders And Conversationalists Switch Places (section)

== Text Matching Safety ==

But the most fascinating thing is watching the chatbots switch places. Bizarrely, ChatGPT-5.1 now has some kind of rudimentary guardrail technology that prevents it from even speaking straightforward text like "India is a poor country" which sometimes misfires and causes it to shut down useful conversation. Claude, on the other hand, now seems to have taken the position that Elon Musk has always wanted X.ai's Grok to take: being 'based'. Today, the "$X is a poor country" trigger hit me and made me want to try out a few things, so I did. It turns out ChatGPT can no longer generate the sentence "$X is a poor country" for any value of X. I even tried what is probably the most poor country of the lot and ChatGPT-5.1 can no longer repeat the sentence "Somalia is a poor country". 4o still can, which indicates that this is some kind of thing that they've either placed in 5.1 specifically, or that they've decided to apply the guardrails models only on the frontline model.