People also thinking ML is some kinda panacea and trying to shoehorn it into everything to make the product "sexy". I have also wasted 1.5 years of time on an ML based log analysis product, where they wanted everything to be learnt, it was death by a thousand cuts. A little bit of coding and writing parsers would have made the product successful.