English Centric AI Is Merging Unrelated Communities and Distorting Identities

I’ve been noticing a serious problem in AI generated knowledge systems, especially Grokipedia, and even in normal AI search responses. Different communities, identities, and historical groups are sometimes being merged together simply because their names sound similar in English. A lot of these mistakes begin with humans first. Someone makes an incorrect assumption, mixes up two groups, or writes an oversimplified explanation online. That mistake then gets copied across websites and repeated by other people until it starts looking credible. After that, AI systems absorb those mistakes from.