AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery
arXiv, Under Review
Guiyao Tie, Jiawen Shi, Dingjie Song, Yixiao Huang, Ziji Sheng, Xueyang Zhou, Daizong Liu, Pan Zhou, Yongchao Chen, Ran Xu, Lifang He, Qingsong Wen, Manling Li, Cong Lu, Shuai Li, Pengtao Xie, Yixuan Yuan, Rui Meng, Lei Xing, Lichao Sun, Caiming Xiong, Philip S. Yu, Jianfeng Gao
TL;DR This survey organizes AI research automation by workflow stages and human oversight, proposing evaluation dimensions that expose limitations in scientific validity, reproducibility, and evidence provenance across domains.