Yes ! you’re absolutely right, since this article is more for general purpose, I couldn’t go in that detail because it’s a topic on its own. For a different/general opinion you can check this answer (https://stats.stackexchange.com/questions/168622/why-is-multicollinearity-not-checked-in-modern-statistics-machine-learning).