Search and filter have been the paradigm for a while, since the book index was invented. What are the tools of thought that will help students now succeed and

Search and filter have been the paradigm for a while, since the book index was invented. What are the tools of thought that will help students now succeed and advance technology in 20 years? Perhaps there is a market fit for a laggard GPT. Something useful but exhibits clear errors that a student could pick up on, and so recognize the risk of blindly accepting information like this. The same issues are associated with excess reliance on traditional publications, "the armchair scientist" and so on. Maybe, trained sequentially on the curriculum like a student, or something personally orthogonal so that the bot excels where the student is known to fail, create gaps where the student is known to succeed. It seems straightforward to fine-tune in this way since the corpus is smaller. For each grade level and setting A/B/C across the 4 subjects, maybe some 300 fine-tuning?