Indigenous Data Sovereignty and the Governance of Artificial Intelligence: Toward Equitable Benefit for Indigenous Peoples

Research International Source checked

Source: Journal of Sociology
Published: 21 Jul 2026
Authors: Jacob Prehn (Worimi), Bronwyn Carlson (Aboriginal), Maggie Walter (Palawa), Ray Lovett (Wongaibon/Ngiyampaa), Bobby Maher (Yamatji, Noongar, Kija)

Excerpt from source

This article argues that artificial intelligence (AI) will not benefit Indigenous peoples equitably unless grounded in Indigenous data sovereignty and Indigenous governance of AI systems. In Australia and comparable nation-states, data ecosystems have long served as instruments of colonial control, determining what knowledges are valued, how people are categorized, and who benefits. As AI systems are built upon these foundations, they risk deepening and automating colonial logics. Indigenous data sovereignty offers a powerful counter framework, asserting the rights of Indigenous peoples to govern the creation, interpretation, and use of data concerning themselves, their communities, and…

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