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arxiv_cs_ai ยท Aug 26, 2026 ยท paper

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AsymSpec: Context-Asymmetric Speculative Decoding for Agentic LLMs

arxiv.orgAug 26, 2026
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Agentic LLM pipelines face escalating inference costs as context accumulates across retrieval, tool use, and multi-turn interactions. To control latency, deployments routinely compress inputs, but this degrades task a...

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Speculative Decoding โ€” open the evidence trace โ†’

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