AI must be built with Indigenous Knowledges, not against them

Most AI ethics coverage stays abstract, this one gets concrete by pointing to actual frameworks, CARE and OCAP principles, that would force co-design instead of treating a community as a data source to be mined and thanked in a footnote. The double edge here is real, the same models that can keep a dying language alive can just as easily launder someone else's knowledge into a dataset with no attribution. Worth reading if you build anything that touches cultural or linguistic data, the paper is basically a checklist for not being the extractive party.