“Researchers developed GoodPoint, an AI system that generates targeted, actionable feedback for scientific papers by learning from how authors respond to critiques. Rather than automating research review, the approach aims to augment human researchers with AI assistance, demonstrating a human-centered philosophy for deploying LLMs in academia.”