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From Concentration to Differentiation and Back: Routing Effective Rank in MoE Reasoning Cohorts
Test-time scaling produces cohorts of reasoning rollouts, yet there is no standard label-free account of how their internal computation reorganizes as inference unfolds. We introduce routing effective rank deff, the entropy-effective dimensionality of a cross-rollout graph built from MoE expert-rout
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