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Independent Researcher, KAIST
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HALT achieves substantial reductions in redundant search queries while preserving accuracy, redefining how we approach stopping criteria in retrieval-augmented systems.
Agents often skip critical evidence inspection, leading to significant accuracy drops鈥攆orcing them to read after retrieval can boost performance by nearly 20 points.