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Deepseek research touts memory breakthrough, decoupling compute power and RAM pools to bypass GPU & HBM constraints — Engram conditional memory module commits static knowledge to system RAM

  • Tom's Hardware faviconTom's Hardware

    Jan 13, 2026, 6:49 pm113 ptsTrending
    photo of Deepseek research touts memory breakthrough, decoupling compute power and RAM pools to bypass GPU & HBM constraints —… imageA new Deepseek whitepaper has outlined a new form of long-term memory for AI models, named Engram. Engram-based models are more performant than their MoE counterparts, and decouple compute power from system RAM pools to improve results.
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