New agentic memory framework uses 118K tokens per query. LangMem burns through 3.26M.

New agentic memory framework uses 118K tokens per query. LangMem burns through 3.26M.
Published in : 26 Jun 2026

New agentic memory framework uses 118K tokens per query. LangMem burns through 3.26M.

Long-horizon reasoning exposes a core weakness in AI agents: context windows fill up fast, and retrieval pipelines return noise instead of signal.To solve this, researchers at the National University of Singapore develop...

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