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Sheng-Lee Chen

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#artificial intelligence Preprint Oct 2026

Context as Infrastructure: Knowledge Compilation for Retrieval in Agentic Systems with Harnesses

Retrieval-augmented generation is becoming agentic. A search harness writes queries, reads results, reformulates, and decides when to stop. This largely solves accuracy: a harness with only BM25/grep and MiniMax M3 answers 85% of BrowseComp-Plus and 91% on multi-hop FRAMES in our runs, without compiled or vector indexe...

Zhi-Chang Yu, Bai-Ning Cao, S. Idriss et al. · 0 citations

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