What question did this study set out to answer?

The article aims to demonstrate the necessity of Indigenous data sovereignty in the governance of AI systems for equitable benefit to Indigenous peoples.

July 23, 2026Journal of Sociology

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

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Authors

JPJacob PrehnUniversity of Tasmania BCBronwyn CarlsonUniversity of Wollongong MWMaggie WalterUniversity of Tasmania

Discussion

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Overview

This article argues AI must align with Indigenous data sovereignty to benefit Indigenous peoples equitably, highlighting governance frameworks.

Key Points

The article aims to demonstrate the necessity of Indigenous data sovereignty in the governance of AI systems for equitable benefit to Indigenous peoples.
Examines existing data ecosystems and their colonial implications in Australia and similar contexts.
Analyzes the application of Indigenous governance principles to AI and data systems.
Explores frameworks that could mitigate harms and promote equitable outcomes in digital technologies.
Identifies how AI, built on colonial data structures, risks perpetuating harm to Indigenous communities.
Discusses the potential for Indigenous data sovereignty to transform AI governance.
Highlights frameworks for just and accountable futures in technology development.

Cite This Study

Prehn et al. (2026) studied this question.

synapsesocial.com/papers/6a61af8bfaa9903c5116a4d8 https://doi.org/10.1177/14407833261460137

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July 23, 2026Journal of Sociology

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

View Full Paper

Ask AI

Bookmark

Authors

JPJacob PrehnUniversity of Tasmania BCBronwyn CarlsonUniversity of Wollongong MWMaggie WalterUniversity of Tasmania

Discussion

Member takes

Overview

This article argues AI must align with Indigenous data sovereignty to benefit Indigenous peoples equitably, highlighting governance frameworks.

Key Points

The article aims to demonstrate the necessity of Indigenous data sovereignty in the governance of AI systems for equitable benefit to Indigenous peoples.
Examines existing data ecosystems and their colonial implications in Australia and similar contexts.
Analyzes the application of Indigenous governance principles to AI and data systems.
Explores frameworks that could mitigate harms and promote equitable outcomes in digital technologies.
Identifies how AI, built on colonial data structures, risks perpetuating harm to Indigenous communities.
Discusses the potential for Indigenous data sovereignty to transform AI governance.
Highlights frameworks for just and accountable futures in technology development.

Cite This Study

Prehn et al. (2026) studied this question.

synapsesocial.com/papers/6a61af8bfaa9903c5116a4d8 https://doi.org/10.1177/14407833261460137

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