{"type": "article", "title": "DeepSeek-V4 Review: Why Million-Token Context Needs Efficient Attention, Not Just Larger Windows", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/deepseek-v4-review-why-million-token-context-needs-efficient-attention-not-just", "original_source": "https://andlukyane.com//blog/paper-review-deepseekv4", "published": "2026-04-24T00:00:00+00:00", "accessed": "2026-06-13", "id": "deepseek-v4-review-why-million-token-context-needs-efficient-attention-not-just"}