Where Research Ideation Begins: Forward-Citation Supervision for Actionable Limitation Generation.

arXiv:2610.23038v1 Announce Type: new Abstract: Automated research ideation has advanced rapidly, with multi-agent workflows that generate whole research ideas end to end. These frameworks leave largely unexamined the step that seeds a good idea: identifying a