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  1. DeepSeek Engram: V4 Architecture Revealed? Solving Transformer's …

    Jan 12, 2026 · DeepSeek's Engram paper introduces conditional memory with O (1) lookup, 20-25% optimal allocation, and <3% offloading overhead. The Sparsity Allocation Law could power …

  2. DeepSeek's mHC: The 'Striking Breakthrough' That Could Reshape AI …

    DeepSeek kicked off 2026 with a research paper that analysts are calling a "striking breakthrough." Their new Manifold-Constrained Hyper-Connections (mHC) method could fundamentally change how …

  3. DeepSeek-R2: China's Powerful New AI Model for 2025

    Apr 27, 2025 · DeepSeek-R2 is the upcoming AI model from Chinese startup DeepSeek, promising major advancements in multilingual reasoning, code generation, and multimodal capabilities. …