Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

The Three-Month Gap Is the Moat

DeepSeek's lag behind US frontier labs is being read as weakness. It is the opposite. The gap is the product.

The reliability premium

APAC is writing the rules while the West debates timelines

Agent security is an identity problem, not a safety problem

Export Controls End at the API

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