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AI Infrastructure Company EverMind Released EverMemOS, Responding to Profound Challenges in AI

EverMemOS uses a brain-inspired four-layer architecture and achieved 92.3% accuracy on long-memory benchmarks, supporting both conversational AI and enterprise collaboration.

  • On Dec. 12, 2025, EverMind released EverMemOS, an open-source Memory Operating System hosted on GitHub with a managed cloud service planned for this year to enable scalable, long-term memory.
  • LLMs have long suffered from fixed context windows causing forgetfulness and broken context, while existing solutions like Retrieval-Augmented Generation fail to support both 1-on-1 conversational companions and multi-agent enterprise systems.
  • The architecture combines a four-layer, brain-inspired design—Agentic Layer, Memory Layer, Index Layer, API/MCP Interface Layer—and reports 92.3% on LoCoMo, surpassing prior standards.
  • Developers, enterprises and researchers receive a dual-track model combining open-source collaboration and managed cloud service to enable AI with extended context and behavioral consistency this year.
  • Researchers note the release aligns with efforts toward Discoverative Intelligence, emphasizing causality over patterns, while few systems meet the precision and usability standards needed for broad adoption.
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AI Infrastructure Company EverMind Released EverMemOS, Responding to Profound Challenges in AI

SAN MATEO, Calif., Dec. 12, 2025 /PRNewswire/ -- AI infrastructure company EverMind has recently released EverMemOS, an open-source Memory Operating System designed to address one of artificial intelligence's most profound challenges: equipping machines with scalable, long-term memory.

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PR Newswire broke the news in United States on Saturday, December 13, 2025.
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