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The AI Office should encourage and facilitate the drawing up, review and
adaptation of codes of practice, taking into account international approaches. All providers of
general-purpose AI models could be invited to participate. To ensure that the codes of practice
reflect the state of the art and duly take into account a diverse set of perspectives, the
AI Office should collaborate with relevant national competent authorities, and could, where
appropriate, consult with civil society organisations and other relevant stakeholders and
experts, including the Scientific Panel, for the drawing up of such codes. Codes of practice
should cover obligations for providers of general-purpose AI models and of general-purpose AI
models presenting systemic risks. In addition, as regards systemic risks, codes of practice
should help to establish a risk taxonomy of the type and nature of the systemic risks at
Union level, including their sources. Codes of practice should also be focused on specific risk
assessment and mitigation measures.
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