The Divide Between Two Uses
The author's distinction is clear. The substitute mode: ask directly for the answer, the finished product, the conclusion, and just copy-paste—efficient in the short term, but it atrophies your judgment in the long term. The elevate mode: let AI be a sparring partner, challenging your argument, supplementing perspectives you didn't think of, explaining background you don't understand, while you make the final synthesizing judgment yourself. The two uses burn about the same tokens, but a few years on, the people who use them will diverge by quite a margin. The article cites the old writing-class line: clear writing comes from clear thinking, and if you outsource the thinking, the clarity in your writing is borrowed.
Down to Concrete Habits
More useful than the philosophy are the habits it lists: first write a rough draft or conclusion yourself, then have AI critique it—the order can't be reversed; ask it for the counterargument, not just the support; and when reading its output, force yourself to find at least one point you disagree with. The comments added an observation from education: students have already split into a "use AI to learn" group and a "use AI to hand in work" group, and while exam scores show no difference for now, the gap in project ability is widening—and this kind of gap only compounds over time.
via: Hacker News