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SPECMEM: Accelerating Agentic Tool Calling via Live Memory Management

arXiv:2610.31840v1 Announce Type: new Abstract: Tool-calling agents are mostly optimized for accuracy; in deployment, however, their growing cost is latency: every tool call is decoded autoregressively. Speculative decoding accelerates this without changing the output, and retrieved past calls make…

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  1. 2026-10-26 04:00 · arXiv cs.CL
    SPECMEM: Accelerating Agentic Tool Calling via Live Memory Management

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