However, I identified several problems to be addressed before this paper could be accepted for publication. Specific comments (not in a particular order ) are below.The beauty of the availability of the code to review allowed me to run and reproduce some of the results of this paper. As one of the developers of ANI ML potential, I naturally tested our method first. Overall I applaud authors for advocating open science and open data.