arXivXuehai Wang, Haowei Qin, Tongxin Liu, Junkai Li, Buqiang Xu, Jintian Zhang, Yijun Chen, Zirui Xue, Shumin DengMon, Aug 31, 2026, 9:48 AM PDT
score 16.4
AI research agents get an upfront checklist to improve their work
Original: Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents
Source: arxiv.org ↗
Writing ELI5 summary…