Preventing AI extractivism: the case for braiding indigenous data justice with ABS for stronger AI data governance

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Research International Source checked
Source
Ai & Society
Published
14 Mar 2026
Authors
M. Schulz, J. Loewen-Colón

Excerpt from source

Artificial-intelligence systems are rapidly reproducing colonial extractivism by harvesting Indigenous linguistic, biometric, geospatial, and ecological data without consent, compensation, or accountability. Biotechnology offers a blueprint for curbing such practices: the Convention on Biological Diversity and its Nagoya Protocol obligate users of genetic resources to obtain Prior Informed Consent, negotiate Mutually Agreed Terms, and share benefits fairly. No comparable framework restrains the digital appropriation that underpins many AI products. Consequently, corporations and states monetize Indigenous knowledge systems under the banners of “open data” and “scientific neutrality,”…

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