Mixture of Experts went from academic curiosity (1991) → impossible to scale (2000s) → production breakthrough (2021) → industry standard (2025). Dense models are becoming legacy infrastructure. If you're building AI in 2025 and not considering MoE, you're overpaying by 10x.

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