According to UNESCO, Brazil's indigenous populations are increasingly advocating for inclusion in the development and governance of artificial intelligence (AI) technologies. This movement seeks to ensure that AI systems reflect the diverse cultural, social, and economic realities of indigenous communities and do not perpetuate existing inequalities. Indigenous leaders emphasize the need for active participation in AI-related decision-making processes to address concerns about cultural preservation, data sovereignty, and the potential impacts of AI on their traditional ways of life. They argue that inclusive AI development can empower indigenous communities by providing tools for education, healthcare, and economic development tailored to their unique needs. The article highlights UNESCO's role in facilitating dialogue between indigenous groups, policymakers, and technology developers to create AI frameworks that respect and integrate indigenous perspectives. UNESCO advocates for ethical AI practices that recognize the rights and knowledge systems of indigenous peoples, urging the adoption of policies that promote digital inclusion and equitable access to AI technologies. This initiative aligns with broader efforts to decolonize technology and ensure that marginalized voices are heard in the global AI discourse. As AI continues to shape societies, the active involvement of indigenous communities in its development is seen as crucial for achieving social justice and sustainable development in Brazil and beyond.