Duolingo’s CEO announced a transition to an AI-first model, eliminating human contractors in favor of AI-driven content. This shift raises concerns about pedagogical effectiveness and data privacy as the company integrates advanced neural networks in its language learning platform, potentially influencing education practices worldwide.

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