{"type": "article", "title": "DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/deepsearch-world-self-distillation-for-deep-search-agents-in-a-verifiable", "original_source": "https://arxiv.org/abs/2607.07820", "published": "2026-07-10T04:00:00+00:00", "accessed": "2026-07-10", "id": "deepsearch-world-self-distillation-for-deep-search-agents-in-a-verifiable"}