While LLMs continue to devour web-scraped data, they’ll increasingly consume their own digital progeny as AI-generated content continues to flood the internet. This recursive loop, experimentally confirmed, erodes the true data landscape. Rare events vanish first. Models churn out likely sequences from the original pool while injecting their own... See more

The prioritization of English and widely spoken European languages in AI development contributes to an asymmetrical information hierarchy, where marginalized voices are either underrepresented or misinterpreted. Some scholars interpret this dynamic as a contemporary manifestation of colonial practices in which dominant cultures impose their values... See more

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