Generative artificial intelligence instantly handles lower-level financial facts, which transforms the needs of classroom instruction. Because software platforms provide widespread access to basic definitions, long-term student success relies on decision process mastery and habit formation rather than factual recall. To be clear, this is not to suggest language acquisition is not important, because it is still foundational. The point is, the necessary personal finance studen