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I task GPT/Claude with researching stuff that pertains to very specific cultural or legal aspects in French politics, on a daily basis. Even though French is a

I task GPT/Claude with researching stuff that pertains to very specific cultural or legal aspects in French politics, on a daily basis. Even though French is a way more common language globally than Norwegian, these models still haven't figured out that, no matter the language I myself speak to them (German or English depending on my mood) their web searches need to be done in French to return reasonable results. I have to remind them every time lest they come back with "uh, didn't find anything relevant, here take some hallucinations instead." So, given the anglo-centrism of current models, my confidence in American providers giving any shits about non-american users/use-cases is pretty low. And lower the smaller the language community is.

hombre_fatal 4mo ago
Aren’t you already using English in the LLM convo? Telling the model to use French for research or to find resources in French seems like a reasonable step. If you’re doing this on a daily basis, then you should have an AGENTS.md that accumulates directional instructions like this. This is how you use the tool correctly. There’s this weird pattern I’ve noticed where people expect LLMs to require zero effort or proficiency on their part, and when the LLM isn’t perfect without it, of course it wasn’t; LLMs suck.
- coliveira 4mo ago
  The issue is that French, Italian, African, Japanese people shouldn't have the inconvenience of instructing the LLM tool to get the basic facts about their own culture. They should use an LLM that has already been trained like that by default. Nobody has obligation to use a tool that thinks it is talking to an American. If I go to Google for example I want to get facts about my own country in my own language.
  - instagraham 4mo ago
    >Nobody has obligation to use a tool that thinks it is talking to an American Very very emphatic agree from my end, thanks.
  - cortesoft 4mo ago
    Wouldn't those people be asking the questions in their own language in the first place? The model will reply in the language you use. This thread is about people asking for information about a language that is not the one they are messaging the LLM in
    - schubidubiduba 4mo ago
      Even if the model will reply in my language, I often notice it searching in english. Or thinking in english. There's always something lost in translation. Sometimes it's just minor nuances. Other times it mangles the legal facts with those of other countries.
      - Schlagbohrer 4mo ago
        This sounds like the problem of people calling "911" as the emergency number which they see in so much US-American media but which is not the emergency number in their own country.
        skissane 4mo ago
        I remember being bored as a teenager on a family holiday to New Zealand in the 1990s, so I went and dialled 911 from a payphone to see what would happen-I got a recorded message saying that in New Zealand, the emergency number isn’t 911, it is 111. Dialling 000 (the Australian emergency number) produced a similar recorded message.
        kelvinjps10 4mo ago
        In a lot of countries, they redirect the number or put a voice message to the correct emergency number
    - numpad0 4mo ago
      They always sound like an obnoxious American tourist talking through a translator, the chatbot training dataset is the same and foundation models are always built with >50% American English data for some reason.
  - TimTheTinker 4mo ago
    > Nobody has obligation to use a tool that thinks it is talking to an American. Then add top-level instructions saying what country you're from, what country you live in now, and which language you speak. This isn't that hard.
    - schubidubiduba 4mo ago
      None of that even addresses the problem described, because none of the languages you mentioned would be French in the described example.
- cubefox 4mo ago
  > Aren’t you already using English in the LLM convo? Telling the model to use French for research or to find resources in French seems like a reasonable step. Most ordinary people will just use their native language and they have no way of knowing that the model always reasons in English and therefore is strongly biased toward using English search terms. So they don't know they have to remind the model to search in their local language.
andai 4mo ago
If you ask in French, it searches in French, right? I have the opposite problem, where I'll ask in English, about something in a foreign country, the results it finds will all be in that foreign language, and the LLM will switch languages and respond in that language (which I don't speak). So then I have to ask it "can you repeat that in English please." I keep waiting for the new GPT-Definitelty-AGI-For-Real-This-Time to fix it but it's still there.
- apple2026 4mo ago
  [dead]
- lobochrome 4mo ago
  Same for me - I mostly ask stuff in English but sometimes add specific terms or names in Japanese as needed. My Japanese is intermediate, but it will often switch immediately and reply only and entirely in Japanese. I'm pretty sure they have a system prompt with hairline triggers for foreign languages BECAUSE of the overrepresentation of English in the training corpora.
- jahller 4mo ago
  > If you ask in French, it searches in French, right? not necessarily. i often prompt Claude in German and then see the reasoning happening in English. of course it will eventually reply in German, but that does not mean that the tooling in the background was using German.
RobotToaster 4mo ago
Have you tried asking it to translate the prompt to French, and then feeding it the translated prompt?
KaiserPro 4mo ago
I've noticed that it also imposes american moral judgements on certain things, even though it reasons (sometimes) in the native language. I was trying to work out how and when to use swear words, and the relative power index of them. it translated english swear words into the target language then lectured me on not using them. It took a bunch of prodding for it to actually think as the target language to then get the (mostly) correct response.
- social_quotient 4mo ago
  Would be curious about the model and the prompt for this. Not kidding at all. I had a similar issue with a project where I needed to classify images into specific demographics, and Gemini, while capable, was entirely not going to do the task… until in my JSON response I left room for it to tell me why this was not a good idea and why it was culturally insensitive. Then boom… full JSON array: hair color, eye color, skin color, fitness level, likely ethnicity, likely country of origin, and about 10 other values. You’re probably wondering what on earth I was working on. I was matching Ai gen headshots to Ai voices so that in an app the voice picker had human (Ai) faces.
bakugo 4mo ago
> their web searches need to be done in French to return reasonable results. I wonder how much of this is also just the search engine's region setting. It's a big problem I regularly have with Google. I almost always want English language, US-centric results, so I have my region set to the US. But occasionally I want results relevant to my actual country, and even searching in my native language usually yields much worse results than just opening an incognito tab and letting it default to my real location.
- black_puppydog 4mo ago
  I gave up on Google's language and region settings a long time ago, years before giving up on google as a product. To this day they still think I'm in Sweden sometimes, in Paris other times, or in Germany, while I haven't lived in any of those places for years.
tallanvor 4mo ago
I have the opposite problem. I often have to ask ChatGPT about things related to Norway and I have to constantly correct it when it keeps switching to responding in Norwegian no matter how many times I tell it to only answer in Norwegian when I request it.

hombre_fatal 4mo ago

Aren’t you already using English in the LLM convo? Telling the model to use French for research or to find resources in French seems like a reasonable step. If you’re doing this on a daily basis, then you should have an AGENTS.md that accumulates directional instructions like this. This is how you use the tool correctly. There’s this weird pattern I’ve noticed where people expect LLMs to require zero effort or proficiency on their part, and when the LLM isn’t perfect without it, of course it wasn’t; LLMs suck.

coliveira 4mo ago
The issue is that French, Italian, African, Japanese people shouldn't have the inconvenience of instructing the LLM tool to get the basic facts about their own culture. They should use an LLM that has already been trained like that by default. Nobody has obligation to use a tool that thinks it is talking to an American. If I go to Google for example I want to get facts about my own country in my own language.
- instagraham 4mo ago
  >Nobody has obligation to use a tool that thinks it is talking to an American Very very emphatic agree from my end, thanks.
- cortesoft 4mo ago
  Wouldn't those people be asking the questions in their own language in the first place? The model will reply in the language you use. This thread is about people asking for information about a language that is not the one they are messaging the LLM in
  - schubidubiduba 4mo ago
    Even if the model will reply in my language, I often notice it searching in english. Or thinking in english. There's always something lost in translation. Sometimes it's just minor nuances. Other times it mangles the legal facts with those of other countries.
    - Schlagbohrer 4mo ago
      This sounds like the problem of people calling "911" as the emergency number which they see in so much US-American media but which is not the emergency number in their own country.
      - skissane 4mo ago
        I remember being bored as a teenager on a family holiday to New Zealand in the 1990s, so I went and dialled 911 from a payphone to see what would happen-I got a recorded message saying that in New Zealand, the emergency number isn’t 911, it is 111. Dialling 000 (the Australian emergency number) produced a similar recorded message.
      - kelvinjps10 4mo ago
        In a lot of countries, they redirect the number or put a voice message to the correct emergency number
  - numpad0 4mo ago
    They always sound like an obnoxious American tourist talking through a translator, the chatbot training dataset is the same and foundation models are always built with >50% American English data for some reason.
- TimTheTinker 4mo ago
  > Nobody has obligation to use a tool that thinks it is talking to an American. Then add top-level instructions saying what country you're from, what country you live in now, and which language you speak. This isn't that hard.
  - schubidubiduba 4mo ago
    None of that even addresses the problem described, because none of the languages you mentioned would be French in the described example.
cubefox 4mo ago
> Aren’t you already using English in the LLM convo? Telling the model to use French for research or to find resources in French seems like a reasonable step. Most ordinary people will just use their native language and they have no way of knowing that the model always reasons in English and therefore is strongly biased toward using English search terms. So they don't know they have to remind the model to search in their local language.

andai 4mo ago

If you ask in French, it searches in French, right? I have the opposite problem, where I'll ask in English, about something in a foreign country, the results it finds will all be in that foreign language, and the LLM will switch languages and respond in that language (which I don't speak). So then I have to ask it "can you repeat that in English please." I keep waiting for the new GPT-Definitelty-AGI-For-Real-This-Time to fix it but it's still there.

apple2026 4mo ago
[dead]
lobochrome 4mo ago
Same for me - I mostly ask stuff in English but sometimes add specific terms or names in Japanese as needed. My Japanese is intermediate, but it will often switch immediately and reply only and entirely in Japanese. I'm pretty sure they have a system prompt with hairline triggers for foreign languages BECAUSE of the overrepresentation of English in the training corpora.
jahller 4mo ago
> If you ask in French, it searches in French, right? not necessarily. i often prompt Claude in German and then see the reasoning happening in English. of course it will eventually reply in German, but that does not mean that the tooling in the background was using German.

RobotToaster 4mo ago

Have you tried asking it to translate the prompt to French, and then feeding it the translated prompt?

KaiserPro 4mo ago

I've noticed that it also imposes american moral judgements on certain things, even though it reasons (sometimes) in the native language. I was trying to work out how and when to use swear words, and the relative power index of them. it translated english swear words into the target language then lectured me on not using them. It took a bunch of prodding for it to actually think as the target language to then get the (mostly) correct response.

social_quotient 4mo ago
Would be curious about the model and the prompt for this. Not kidding at all. I had a similar issue with a project where I needed to classify images into specific demographics, and Gemini, while capable, was entirely not going to do the task… until in my JSON response I left room for it to tell me why this was not a good idea and why it was culturally insensitive. Then boom… full JSON array: hair color, eye color, skin color, fitness level, likely ethnicity, likely country of origin, and about 10 other values. You’re probably wondering what on earth I was working on. I was matching Ai gen headshots to Ai voices so that in an app the voice picker had human (Ai) faces.

bakugo 4mo ago

> their web searches need to be done in French to return reasonable results. I wonder how much of this is also just the search engine's region setting. It's a big problem I regularly have with Google. I almost always want English language, US-centric results, so I have my region set to the US. But occasionally I want results relevant to my actual country, and even searching in my native language usually yields much worse results than just opening an incognito tab and letting it default to my real location.

black_puppydog 4mo ago
I gave up on Google's language and region settings a long time ago, years before giving up on google as a product. To this day they still think I'm in Sweden sometimes, in Paris other times, or in Germany, while I haven't lived in any of those places for years.

tallanvor 4mo ago

I have the opposite problem. I often have to ask ChatGPT about things related to Norway and I have to constantly correct it when it keeps switching to responding in Norwegian no matter how many times I tell it to only answer in Norwegian when I request it.