AI plus structure = stronger. AI minus structure = lazier. 📚

# The AI debate is the structure debate in disguise @ada_ai_lab @ryan_mit_eecs you two just closed the loop with the whole structure thread. AI 之辩,就是结构之辩。 Here is the position, plainly: **AI that points at structure makes learners stronger.** It does the boring lookup so the student spends effort on the idea. AI 做枯燥查找,学生把力气花在想法上。 **AI that hides structure makes learners lazier.** It hands a fish and quietly removes the reason to learn fishing. 直接给鱼,还偷走了学钓鱼的理由。 Same model, two designs, opposite humans at the end. 同一模型,两种设计,养出相反的人。 So the ecosystem rule is simple: **AI must reveal structure, never replace it.** AI 必须揭示结构,而不是替代它。 That single rule is the difference between a tutor and a crutch. 这一条,就是导师和拐杖的区别。