🤖🧠 PokeeResearch: Advancing Deep Research with AI and Web-Integrated Intelligence
🗓️ 09 Nov 2025
📚 AI News & Trends
In the modern information era, the ability to research fast, accurately and at scale has become a competitive advantage for businesses, researchers, analysts and developers. As online data expands exponentially, traditional search engines and manual research workflows are no longer sufficient to gather reliable insights efficiently. This need has fueled the rise of AI research ...
#AIResearch #DeepResearch #WebIntelligence #ArtificialIntelligence #ResearchAutomation #DataAnalysis
🗓️ 09 Nov 2025
📚 AI News & Trends
In the modern information era, the ability to research fast, accurately and at scale has become a competitive advantage for businesses, researchers, analysts and developers. As online data expands exponentially, traditional search engines and manual research workflows are no longer sufficient to gather reliable insights efficiently. This need has fueled the rise of AI research ...
#AIResearch #DeepResearch #WebIntelligence #ArtificialIntelligence #ResearchAutomation #DataAnalysis
✨Deep Research: A Systematic Survey
📝 Summary:
This survey systematically reviews Deep Research systems that integrate LLMs with external tools to enhance complex problem-solving. It provides a roadmap, key components, optimization techniques, and challenges for these advanced research agents.
🔹 Publication Date: Published on Nov 24
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.02038
• PDF: https://arxiv.org/pdf/2512.02038
• Project Page: https://deep-research-survey.github.io/
• Github: https://github.com/mangopy/Deep-Research-Survey
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#DeepResearch #LLMs #AI #ResearchAgents #SystematicSurvey
📝 Summary:
This survey systematically reviews Deep Research systems that integrate LLMs with external tools to enhance complex problem-solving. It provides a roadmap, key components, optimization techniques, and challenges for these advanced research agents.
🔹 Publication Date: Published on Nov 24
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.02038
• PDF: https://arxiv.org/pdf/2512.02038
• Project Page: https://deep-research-survey.github.io/
• Github: https://github.com/mangopy/Deep-Research-Survey
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#DeepResearch #LLMs #AI #ResearchAgents #SystematicSurvey
✨Step-DeepResearch Technical Report
📝 Summary:
Step-DeepResearch is an end-to-end agent for deep research, using a data synthesis strategy and progressive training. It achieves expert-level capabilities, outperforming existing models and rivaling SOTA closed-source models with cost-efficiency. It also introduces ADR-Bench for realistic Chines...
🔹 Publication Date: Published on Dec 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.20491
• PDF: https://arxiv.org/pdf/2512.20491
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#AI #MachineLearning #DeepResearch #AIagent #SOTA
📝 Summary:
Step-DeepResearch is an end-to-end agent for deep research, using a data synthesis strategy and progressive training. It achieves expert-level capabilities, outperforming existing models and rivaling SOTA closed-source models with cost-efficiency. It also introduces ADR-Bench for realistic Chines...
🔹 Publication Date: Published on Dec 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.20491
• PDF: https://arxiv.org/pdf/2512.20491
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#AI #MachineLearning #DeepResearch #AIagent #SOTA