/Tech2h ago

Researchers Redesign Mixture-of-Experts Routers With Manifold Power Iteration

312094.8K
AK#34
Original post
AK@_akhaliq#34inTech

Redesign Mixture-of-Experts Routers with Manifold Power Iteration

8:44 AM · Jun 11, 2026 · 3K Views
Sentiment

Users praise the redesign of Mixture-of-Experts routers with Manifold Power Iteration because it reduces the black-box problem of arbitrary routing weights by forcing alignment.

Pos
100.0%
Neg
0.0%
1 comments with sentiment.
Cluster Engagement
Posts from X
Most Activity
Most Activity
VIEWS1.8KBOOKMARKS1LIKES1REPLIES1
AK@_akhaliq

paper: https://huggingface.co/papers/2606.12397

AK@_akhaliq

Redesign Mixture-of-Experts Routers with Manifold Power Iteration

2hViews 1.8KLikes 1Bookmarks 1
Consensus Tech.@ConsensusTech_

@_akhaliq MoE routers have always been a black box — arbitrary weights deciding which experts get activated. This paper forces router rows to align with the principal singular directions of expert matrices. Better token-expert affinity, more effective routing. #1 paper on HuggingFace today

2hViews 1