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Aiting Liu

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IterSynth: Rethinking Deep Search Agents via Role-Decoupled Iterative Synthesis

Xingyu Wu, Yuchen Yan, Zhengxi Lu وآخرون · 2026

Deep search requires LLM agents to decompose complex queries, search for evidence, and synthesize grounded answers, yet existing ReAct-style agents suffer from two limitations: role coupling, where one policy must handle planning, evidence use, and synthesis; and context accumulation, where growing search histories int …

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