AI-Driven Reproducibility and Analytical Robustness in Scientific Discovery.

arXiv:2610.23845v1 Announce Type: new Abstract: Reproducible and analytically robust research findings are essential to scientific progress, but evaluating these properties typically requires costly manual effort. We investigate whether LLM agents can help aut