I don't think machine learning was involved there at all. As I understand it, it was an issue of a specifically implemented feature (reusing a single picture of a glyph for all other instances to save space) being turned on in archive-grade settings, despite the manual stating otherwise.
https://www.theverge.com/2013/8/6/4594482/xerox-copiers-rand...