Togther with many great collegaues, we have proposed a standardized registry for artificial intelligence (AI) in biomedicine to improve the reproducibility of results and create trust in the use of AI algorithms in biomedical research and, in the future, in everyday clinical practice. The paper has appeared in _Nature Methods_ and is freely available at [https://rdcu.be/cv5H7](https://rdcu.be/cv5H7).