Technology & AIAug 31, 2026
PaperGym: Rubric-Centered Evolution for Research-Plan Generation
Research planning is the decisive capability of AI scientists.
Research planning is the decisive capability of AI scientists. Yet a research plan admits no verifiable answer, so reinforcement learning lacks the environment it requires: tasks paired with a critic. Rubrics extracted from scientific papers can supply the critic. Existing…
Sign in to learn & save →
The frontier is open to all. Sign in to learn this from first principles and save it to your knowledge base.