以存储换算力：DeepSeek Engram 与 KVCache 背后的 AI 基础设施新范式

在 CES 2026 大会上，英伟达在最新的 Rubin 平台引入了 Inference Context Memory Storage （ICMS），这是专门为大规模推理设计的新型 AI 原生存储基础设施。Nvidia CEO 黄仁勋介绍每个 GPU 将会得到额外的 16TB“记忆空间”，用于承载 KVCache。 DeepSeek 在 1 月 13 日发表最新论文，推出 static ...

DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to static lookups

Through systematic experiments DeepSeek found the optimal balance between computation and memory with 75% of sparse model ...

DeepSeek’s Engram Conditional Memory Shows How to Reduce AI Compute Waste

DeepSeek's new Engram AI model separates recall from reasoning with hash-based memory in RAM, easing GPU pressure so teams ...
Kotaku

Static Memory

All the Latest Game Footage and Images from Static Memory Haruto, a 28-year-old reporter, hires a special team to solve his sister’s death from 9 years ago. But after his father dies mysteriously, he ...
SDxCentral

AI inference crisis: Google engineers on why network latency and memory trump compute

Researchers propose low-latency topologies and processing-in-network as memory and interconnect bottlenecks threaten inference economic viability ...
Devdiscourse

AI’s next breakthrough will come from memory, not bigger models

Memory, as the paper describes, is the key capability that allows AI to transition from tools to agents. As language models ...
Geeky Gadgets

Why AI Memory Systems Are the Future of Large Language Models

Imagine having a conversation with someone who remembers every detail about your preferences, past discussions, and even the nuances of your personality. It feels natural, seamless, and, most ...