Is GenAI biased toward a specific region ?

I came across a LinkedIn post here where the author asked ChatGPT to create a fake Aadhar card, and a fake US Green Card.

For later, ChatGPT added “For Fictional Use only” in the image, and wouldn’t remove it when asked to.

So such “security concern” for the Aadhar Card.

Here is my take on it.

AI trained in US (ChatGPT) will have bias for US

AI trained in China (DeepSeek) refuses to answer “sensitive” questions about china (At least the hosted version.)

Nothing surprising

AI is like a child. It will learn what you teach it.

Child growing in English speaking home will learn English naturally. Child growing in Hindi speaking home, will have to learn English in school (if at all)

Neither is “wrong”

It is what it is.