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No institution is without challenges. Mila faces ongoing difficulties common to academic research: securing sustained funding, retaining top talent in competition with high-paying tech firms, and bridging the gap between theoretical research and practical deployment. Additionally, critics argue that even ethically focused institutes like Mila may inadvertently accelerate AI capabilities without fully addressing structural inequalities in who benefits from AI. Mila has responded by increasing community engagement, supporting Indigenous AI initiatives, and promoting diversity in its own hiring and admissions.

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