Model capability alone cannot guarantee a scientific renaissance. Nature warns that rewarding speed over originality may push researchers toward homogenized, AI-generated outputs. This trend threatens the diversity of intellectual inquiry. Funders and reviewers must prioritize novel discovery to prevent a sterile academic environment where efficiency replaces genuine innovation.