This argument shifts the locus of the problem from the model's architecture to the socio-technical systems that surround it. It's a provocative claim that the core issue isn't 'how to build a better model' but 'how to build a better system for deploying and governing models,' placing the onus on developers and regulators, not just AI researchers.

TRSP Desirable Characteristics Indigenous Peoples have the right to develop cultural governance protocols for Indigenous data and be active leaders in the stewardship of, and access to, Indigenous data especially in the context of Indigenous Knowledge

TRSP Desirable Characteristics Indigenous Peoples have the right to data that are relevant to their world views and empower self-determination and effective self-governance. Indigenous data must be made available and accessible to Indigenous nations and communities in order to support Indigenous governance.

TRSP Desirable Characteristics Data enrich the planning, implementation, and evaluation processes that support the service and policy needs of Indigenous communities. Data also enable better engagement between citizens, institutions, and governments to improve decision-making. Ethical use of open data has the capacity to improve transparency and decision-making by providing Indigenous nations and communities with a better understanding of their peoples, territories, and resources. It similarly can provide greater insight into third-party policies and programs affecting Indigenous Peoples.