AI RESEARCH
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data
arXiv CS.LG
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ArXi:2604.19859v1 Announce Type: new Edge-scale deep research agents based on small language models are attractive for real-world deployment due to their advantages in cost, latency, and privacy. In this work, we study how to train a strong small deep research agent under limited open-data by improving both data quality and data utilization. We present DR-Venus, a frontier 4B deep research agent for edge-scale deployment, built entirely on open data. Our