arXiv cs.CLPaper
PaperGym: Rubric-Centered Evolution for Research-Plan Generation
Training AI systems to generate research plans requires separating the question from the rubric to prevent reward gaming. PaperGym's insight is solid, but an AI that can write novel research papers reliably doesn't exist yet, so this is a probe into that future rather than a solved problem. Interesting for research-automation teams, but early.