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      <title>When Prompts Hire Specialists: Why pMoE Changes Visual Adaptation Economics</title>
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      <description>A mechanism-first reading of pMoE, a visual prompt-tuning framework that lets frozen vision experts collaborate through dynamic prompt routing instead of full retraining.</description>
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