"Analysis of 41 million papers finds that although AI expands individual impact, it narrows collective scientific exploration". This is the science-equivalent to "Generative AI enhances individual creativity but reduces the collective diversity of novel content" www.science.org/doi/10.1126/...
Generative AI enhances individual creativity but reduces the collective diversity of novel content
Generative AI can enhance the creativity of short stories but may limit the variation in diverse outputs.
science.org
This analysis of papers from 1980 to 2025 goes beyond LLMs, but notes one challenge that arises when research questions rely on the same tools and datasets: “the adoption of AI seems to induce authors to converge on the same solutions to known problems rather than create new ones.”