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AI Socratic

Chinese open-source models (like DeepSeek and Qwen) have surpassed US models in global downloads (17% vs 15.8% market share).

Risks: imported censorship/ideology in weights; regulatory surprises if US decides some of those models are "foreign critical tech."

Payoff: price/perf / context length that's very attractive to early-stage founders.

Also, DeepSeek v3.2 got released.

Top 12 nations map ranked by all time huggingface downloads 🤗 HuggingFace Nation Map

Developer and National Market Share Developer and National Market Share

Model Size Distribution Model Size Distribution

Model Modality Distribution Model Modality Distribution

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