Unverified50% confidenceFactExact time
The essence of routing collapse is a positive feedback loop: an expert gains more tokens due to a slight advantage at initialization, undergoes gradient updates more frequently, adapts its parameters to the data distribution faster, and thereby obtains a higher probability in subsequent routing decisions.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Understanding MoE Routing: Three Core Problems and Two Fixes
redditr/deeplearning10/15/2026
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