Introduction to the Challenge of AI Data Centers
Artificial intelligence (AI) is often described as the transformative technology of our time, with the potential to redefine the world on a global scale. However, the potential of AI is sustained by the need for hyperscale data centers, large and energy-intensive facilities that house servers and IT equipment. As tech companies and governments continue to develop this infrastructure on a large scale, indigenous peoples, from Brazil to Canada, affected by these projects, have responded in different ways.
Some have raised concerns about the pressure on water resources and inadequate consultation, while others have embraced the projects for their economic benefits. In July 2026, at a meeting of the UN Expert Mechanism on the Rights of Indigenous Peoples (EMRIP), indigenous leaders, government representatives, and experts called for AI data center projects to comply with the principles of free, prior, and informed consent, or FPIC.
What Happened: The EMRIP Meeting and the Appeal of Indigenous Peoples
During the EMRIP meeting, indigenous delegates said that policies to ensure that AI does not collect indigenous knowledge without consent are just as important as protections for indigenous lands and waters. Maren Storslett, a member of the Sámi Parliament in Norway, highlighted during the meeting that “AI is resource-intensive and requires vast amounts of energy. In Sápmi, we already see how large data centers put immense pressure on our territories. This forces a conversation about priorities and limits, and we need to be at the table”.
Why It Matters: The Real Stakes and Those Affected
The expansion of AI data centers has significant implications for indigenous peoples, not only in terms of environmental impact but also in terms of rights and priorities. The need to ensure free, prior, and informed consent is crucial to ensuring that AI infrastructure projects are developed in a responsible and respectful manner with indigenous communities.
Furthermore, the issue of collecting indigenous knowledge without consent raises concerns about intellectual property and cultural exploitation. It is essential that AI development policies and practices are designed to respect and protect the rights of indigenous peoples, ensuring that they are beneficiaries, and not just affected, by the advancement of technology.
The Mechanism Behind AI: Science and Processes
AI works through complex algorithms that process large amounts of data. This data is stored and processed in data centers, which consume energy on a large scale. The need for energy to operate these data centers is one of the main environmental challenges faced by the tech industry.
Additionally, the collection and processing of data to train AI models can involve the use of indigenous knowledge and resources, such as images, sounds, and texts, without due consent or compensation. This not only violates the intellectual property rights of indigenous peoples but also perpetuates cultural exploitation and inequality.
Broader Context: Trends and Research
The discussion about AI data centers and the rights of indigenous peoples does not occur in a vacuum. It is part of a broader context of debates about technology, the environment, and human rights. The international community has recognized the importance of protecting the rights of indigenous peoples, especially in relation to infrastructure development and the exploitation of natural resources.
The ILO Convention 169 on Indigenous and Tribal Peoples is a significant milestone in this regard, as it establishes guidelines for consultation and free, prior, and informed consent. However, the implementation of these guidelines often faces challenges, especially when it comes to large-scale and complex projects, such as AI data centers.
What’s Next: Implications and Open Questions
As the AI industry continues to grow, it is crucial that the concerns of indigenous peoples are heard and addressed. This requires ongoing dialogue between stakeholders, including governments, tech companies, indigenous organizations, and local communities.
Furthermore, it is necessary to develop policies and practices that ensure respect for the rights of indigenous peoples, including free, prior, and informed consent, and protection against cultural exploitation and intellectual property rights violations.
As we move forward in this field, it is essential to maintain vigilance and commitment to environmental justice and human rights, ensuring that AI development is done in a responsible and sustainable manner for all parties involved.
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This article was originally published in Mongabay.