DeepSeek released v4, featuring a 1M context window built through engineering efficiency. While impressive, the model fails to reach frontier status or advance proto-AGI. Compute constraints forced this focus on optimization over raw power. Developers can now leverage larger contexts, but the release remains an incremental improvement rather than a major leap.