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In any safety engineering effort, deriving safety requirements is a key activity. Doing this for autonomous systems (AS) is challenging. However, several existing techniques can be pulled together to create a reasonable approach The risk of interaction between implemented requirements remains a concern, as does ambiguity about the appropriate boundary of the AS system. We believe these issues can be addressed by the development of advanced modelling and analysis techniques.