DeepSeek — Field Evidence
paperUnverified
DeepSeek · cs.CL · praise
Field note
SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD — Full-parameter post-training of trillion-parameter-scale MoE models introduces substantial system-level challenges for large-scale distributed training, including severe memory pressure, non-o
collected 2026-07-23original 2026-07-22
Does this shift the US–China race?
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Impact on the index
Model launch · minor
China +25
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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