Indigenous Peoples and AI: Defending Rights, Shaping Futures

The year 2025 marked a pivotal shift as the United Nations Permanent Forum on Indigenous Issues issued recommendations for Indigenous participation in AI development during its 24th session. This built on the 2024 UN General Assembly resolution stressing human rights in AI systems. International bodies, including the Expert Mechanism on the Rights of Indigenous Peoples, held sessions highlighting AI's intersection with Indigenous rights, urging data sovereignty to counter exploitation. AI systems often scrape Indigenous languages, images, and knowledge without permission, leading to stereotyped outputs and loss of control. In Canada, algorithmic biases in AI have discriminated against remote Indigenous communities, amplifying privacy invasions. Such practices echo colonial patterns, with large language models repurposing data that undermines collective ownership and cultural integrity. The AI boom drives demand for data centers, which consume vast energy and water, impacting Indigenous lands. For instance, lithium mining for AI batteries in Chile's Atacama region depletes local water sources, affecting communities like the Atacameños. Pollution from these facilities adds to ecological pressures, straining already vulnerable ecosystems tied to Indigenous livelihoods. Indigenous-led AI initiatives, such as those blending traditional knowledge with technology in Arctic communities, have identified new fishing sites amid climate change. Projects in New Zealand incorporate Māori perspectives into AI ethics, prioritizing long-term environmental health. Frameworks like Kaitiakitanga guide AI to support cultural preservation and territorial monitoring when communities hold governance.