Diogo Machado

Generative AI bias against scientific novelty: a cautionary tale from a small-sample evaluation of research proposals

The results raise concerns that LLM-assisted evaluation may under-select proposals that human reviewers identify as highly novel, potentially reflecting the statistical logic of next-token prediction trained on past scientific outputs.