Fallacies sit where philosophy, psychology, and rhetoric meet. Philosophers have catalogued them since Aristotle. They persist because they exploit fast, automatic shortcuts that are usually helpful and misfire outside their range. That is the fast-versus-slow split Daniel Kahneman made famous. Rhetorically, the study of persuasive but broken moves runs straight into modern work on propaganda and political spin.
Fallacy training is high-leverage because the same small set of patterns recurs across wildly different content. Learn the shape of an appeal to authority once and you will see it in drug ads, closing arguments, parenting advice, and social-media spats. A beginner picks the fallacy from a list. A stronger thinker names it unprompted and explains why the inference fails. The most advanced catch it in their own live reasoning, which is much harder, because a bias never feels like a bias from the inside. Names only help so far. The biggest gains come from building decision habits where fallacies cannot easily operate.