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arxiv_cs_lg ยท May 14, 2026 ยท paper

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Concurrency without Model Changes: Future-based Asynchronous Function Calling for LLMs

arxiv.orgMay 14, 2026
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In brief

Function calling, also known as tool use, is a core capability of modern LLM agents but is typically constrained by synchronous execution semantics. Under these semantics, LLM decoding is blocked until each function c...

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