Routing sensitivity in MoE models is necessary but insufficient for stereotype control because bias and knowledge remain entangled within expert groups and preference shifts do not transfer to generated text.
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Routing Sensitivity Without Controllability: A Diagnostic Study of Fairness in MoE Language Models
Routing sensitivity in MoE models is necessary but insufficient for stereotype control because bias and knowledge remain entangled within expert groups and preference shifts do not transfer to generated text.