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DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

arXiv cs.CL ↗ · 2026-07-10 Cached

DeepSearch-Evolve introduces a self-distillation framework for web agents using a verifiable environment (DeepSearch-World) with 420K multi-hop QA tasks, achieving competitive performance without distillation from stronger models.

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