Posts Tagged "deepseek"

DeepSeek V4 Pro DSpark: the model isn't ready, the architecture is

We served DeepSeek V4 Pro for two days. What we wanted was hands on the architecture: attention that scales almost linearly instead of quadratically, and a speculative decoder that adapts to load. Both delivered. The preview checkpoint did not.