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#reward model overoptimization

Training AI Co-Scientists Using Rubric Rewards

Shashwat Goel, Rishi Hazra et al.Dec 29arXiv

The paper teaches AI to write strong research plans by letting it grade its own work using checklists (rubrics) pulled from real scientific papers.

#AI co-scientist#research plan generation#rubric rewards