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Sumit
@reachsumit.com

Memory Tax: Dissecting the Net Value of Agent Memory Finds that many agent memory systems score below naive RAG over raw history. Splits memory's net value into benefit and tax. 📝 arxiv.org/abs/2610.34073 👨🏽‍💻 hexuan21.github.io/MemoryTax 🤗 huggingface.co/datasets/hex...

arxiv.orgMemory Tax: Dissecting the Net Value of Agent MemoryMemory is increasingly used in long-horizon agents, yet the net value of building memory over direct retrieval from raw history remains largely unclear. Through a large-scale evaluation across multipl...

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