DeepSeek V4 architecture: Sparse attention cuts million-token inference costs by 73%

DeepSeek V4 uses sparse attention to cut inference costs 73% at million-token contexts. However, NIST government evaluation found it lags frontier US models by eight months on cross-domain reasoning, showing Chinese AI models lead in efficiency but still trail in comprehensive capability. Reported by Tech Times on June 20.