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arXiv — cs.AI

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A Feasibility Condition for Confidence-Gated Tiered LLM Inference

arXiv:2611.05394v1 Announce Type: new Abstract: Tiered inference distributes large language model computation across a hierarchy of devices, from on-device and edge hardware to the datacenter, and is increasingly offered as the route to cheaper, lower-latency, and more private…

arXiv — cs.AIBy: Sumit P. AhujaNovember 5, 2026 (2 hours ago)
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  • arXiv:2611.05394v1 Announce Type: new Abstract: Tiered inference distributes large language model computation across a hierarchy of devices, from on-device and edge hardware to the datacenter, and is increasingly offered as the route to cheaper, lower-latency, and more private…
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A Feasibility Condition for Confidence-Gated Tiered LLM Inference

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