LLMs learn scientific taste from institutional traces across the social sciences

Ziqin Gong, Ning Li, Huaikang Zhou

Reinforcement-learned reasoning has powered recent AI leaps on verifiable tasks, including mathematics, code, and structure prediction. The harder bottleneck is evaluative judgment…