A lot of the arguing in AI seems to stem from the fact that many CS people subscribe to utilitarian ethics or don't realise there are alternatives. Maximizing happiness is not the only way. Read up on Kantian (deontological) ethics, social contract theory and virtue ethics.
Beyond Utilitarianism: Ethical Frameworks for AI Decision-Making
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