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[Paper] Read Less, Solve More: Token-Efficient Sparse Reading of External Content for AI Agents

Web-facing AI agents repeatedly access webpages, documents, repositories, and tool responses, yet reading interfaces often expose entire objects when only sparse evidence is needed. This over-reading increases token and latency costs and can dilute relevant evidence. We present SparseRead, a reusab…

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  1. 2026-11-14 05:41 · r/LocalLLaMA
    [Paper] Read Less, Solve More: Token-Efficient Sparse Reading of External Content for AI Agents

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