Algorithms repeat bias in data. With assistive AI, we eliminate garbage and bias —like preparing a curriculum . Early interpretations are key. Language matters. Ask about the ultimate ending of AI–human relations in English and you get dystopian Terminators; ask in Japanese and you get symbiosis. Japanese sci‑fi describes symbiotic systems; English literature often describes Terminators. Same query, different cultures.

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