DeepSeek — Field Evidence
paperUnverified
DeepSeek · DeepSeek · complaint
Field note
Communication-Aware Placement and Pruning for Efficient Mixture-of-Experts Inference — As MoE models scale to hundreds of experts, placement and pruning decisions increasingly dictate communication volume, affecting the performance of distributed inference across GPUs and nodes.
collected 2026-07-07original 2026-07-06
Does this shift the US–China race?
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Impact on the index
Usage limits · minor
China -12
Directional contribution — before recency decay and per-type diminishing returns. How it works →
Related Front
US vs ChinaLikely
U.S. FrontiervsChina Open-Weight
Likely — capability gap narrowing on common tasks
Letters from the Front
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