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Should You Use One Big AI Model or Several Specialized Ones?

You're designing an AI system and you hit the fork in the road. Option one: pick the best frontier model and send everything to it. Simple, one integration, one bill, one thing to reason about. Option two: route different requests to different models, a small fast one here, a fine-tuned specialist…

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  1. 2026-10-26 14:59 · DEV Community — Machine Learning
    Should You Use One Big AI Model or Several Specialized Ones?

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