The document discusses the enhancement of preprint quality through automated checks, highlighting the lack of standardized reporting and issues such as retractions in COVID-19-related studies. It also emphasizes the importance of data availability for improving citations and reproducibility of research, supported by examples of specific studies and their findings. Automation is presented as a potential solution to streamline the review process and improve the overall quality of research publications.