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GRU-Mem Optimizes Long-Context LLM Reasoning

GRU-Mem Optimizes Long-Context LLM Reasoning

GRU-Mem introduces text-controlled gates to MemAgent for efficient long-context reasoning, preventing memory explosion and unnecessary computation. Update and exit gates manage recurrent memory loops via RL rewards. Achieves up to 400% faster inference on reasoning tasks.

ArXiv AIResearchFeb 12#research#gru-mem#v1
Anduril Raises $5B on AI Defense Infrastructure

Anduril Raises $5B on AI Defense Infrastructure

Anduril Industries reportedly completed a $5 billion Series H financing at a $61 billion valuation, reinforcing its position as a major defense-technology company. The article highlights its Lattice AI platform, flexible Arsenal-1 manufacturing system, and Palmer Luckey’s view that China’s engineering and manufacturing efficiency could reshape future military competition.