AI Makes Paper Replication Routine

Generative‑AI code assistants are reducing the calendar time needed to reproduce and experiment with academic results from weeks to days, according to practicing researchers. Faster replication will change incentives: more errors and weak results may be found sooner, methods that automate well will be favored, and small teams can iteratively test hypotheses that previously required large lab effort. — If true at scale, this will reshape scientific norms, funding priorities, peer review, and the credibility of published research.