Why sovereign AI matters for culture and children

Name: Why sovereign AI matters for culture and children
Uploaded: 2026-02-10T10:24:00+00:00
Duration: 1 min 49 s
Channel: Muhammad Umar
Description: In this short talk, the speaker highlights how children today primarily encounter artificial intelligence through their parents' smartphones or tablets…

10 Feb 2026 · 2 min

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1:49

In this short talk, the speaker highlights how children today primarily encounter artificial intelligence through their parents' smartphones or tablets, as they are not given personal devices. He argues that most large, globally‑deployed AI models (e.g., ChatGPT) are trained on data that do not reflect the linguistic nuances, cultural values, or heritage of many societies. Using the example of interacting with ChatGPT in Urdu or Hindi, he points out that the model’s responses may miss contextual meanings and cultural references because it was not trained on local values. The speaker warns that if the next generation is educated by such AI, they risk losing connection to their own culture and language. He proposes that each country should develop its own "sovereign AI"—a domestically‑controlled system trained on local data—to ensure AI interactions reinforce, rather than erode, national heritage, language, and societal norms.

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So every kid is interacting with AI through their mother's phone or smartphone, right? Because parents are not willing to give them phones and they're. So some are using tabs, but generally they're being supervised. So, so meta AI is, is, is, is the way they interact with these AI systems. Now you don't want the next generation to be trained into, trained by AIs who don't, for example, who don't. Who doesn't understand your heritage, your legacy, your language, what does it mean? So for example, we are speaking. Let's, let's see if you talk about, if you talk to ChatGPT in Urdu or in Hindi, right? The kind of answers ChatGPT would give you. I mean, we don't use Urdu in kind of the same context as chat. GPT understands it, right? Because the primary motive is not being trained on the. It's being, it's not like it's not being trained on our values, our culture, right? What word is being used in which context? Right? And then imagine your kid is being trained like this. So. And most of these big businesses are now trying to come closer to you, like AIs that are much closer to you. So I think one of the things we need to make sure is like every country at least should have its own AI, sovereign AI. So we are very comfortable, okay? They are being, interacting with something that who they are at its core, what the society. You don't want to be trained by AI who doesn't represent your culture, your society, right?