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WebSailor: Navigating Super-human Reasoning for Web Agents WebSailor introduces a powerful post-training method that pushes open-source LLMs to reason like top proprietary agents in complex web tasks. By combining structured sampling, information obfuscation, and an efficient RL algorithm (DUPO), WebSailor helps models tackle high-uncertainty scenarios and close the capability gap with systems like DeepResearch. https://arxiv.org/abs/2507.02592
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