AI Agents Automate Reproducibility

Tools that read academic papers, write analysis code, and reproduce (or fail to reproduce) results are moving from experiment to practice. This could speed verification and lower entry barriers for research, but also create new failure modes (opaque pipelines, automated false positives, and gaming by actors that craft AI‑friendly papers). — If agentic AIs routinely produce reproducible analyses, the norms, incentives, and gatekeeping of science and policy evidence will shift quickly — affecting trust, careers, and regulation.