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# Geopolitics

1 article

 [![DeepSeek V4 launch preview showing AI model race between China-first chips and U.S. rivals](https://umesh-malik.com/blog/deepseek-v4-release-cover.png)

LLM Engineering • Mar 1, 2026

### DeepSeek V4 vs US AI Models: Benchmarks, Architecture, and What It Means for the Industry

DeepSeek V4 is expected in early March 2026. Here is what is confirmed, what remains unverified, and how it challenges U.S. AI rivals.

10 min read

Read more →](https://umesh-malik.com/blog/deepseek-v4-release-challenge-us-ai-rivals)