How so? A Large Language Model is usually a transform based approach nowadays, right (correct me if outdated)?

AI is artifical intelligence, which has been used and abused for many different things, none of which are intelligent right now (ampng others used for machine learning).

Machine learning is based on linear algebra like linear regression or other methods depending what you want to do.

An algorithm is by definition anything that follows a recipe so to say.