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Technocolonialism in the age of Humanitarian AI - MERL Tech
Algorithmic colonialism is the imposition of Western-centric ideological frameworks on global knowledge systems through AI technologies. This phenomenon arises when data curation, model design, and deployment strategies prioritize Western norms, thereby influencing how information is processed, interpreted, and disseminated worldwide
Decolonizing AI Systems: Addressing Power Disparities and Indigenous Knowledge
A significant portion of AI innovation is led by corporations and research institutions based in Western nations. These entities, equipped with substantial resources and influence, shape AI systems primarily around their commercial or strategic goals. Underrepresented communities face systemic barriers when attempting to guide AI research and its... See more
Decolonizing AI Systems: Addressing Power Disparities and Indigenous Knowledge
Think Outside the Data: Colonial Biases and Systemic Issues in Automated Moderation Pipelines for Low-Resource Languages