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cs.AI2025★ 2 cited
A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications
Renjun Xu, Jingwen Peng
This survey examines the rapidly evolving field of Deep Research systems -- AI-powered applications that automate complex research workflows through the integration of large langua…
cs.CL2025
Scaling Laws in Scientific Discovery with AI and Robot Scientists
Pengsong Zhang, Heng Zhang, Huazhe Xu +7
Scientific discovery is poised for rapid advancement through advanced robotics and artificial intelligence. Current scientific practices face substantial limitations as manual expe…