Beyond copy-paste: How AI PCs take conceptual learning to the last mile

Rote learning has long dominated classrooms, emphasising memorisation over understanding. AI personal computers (AI PCs) transform this dynamic by offering immediate feedback, simulations, and personalised guidance, even in resource-limited “last-mile” schools. By prioritising reasoning, error analysis, and multimodal learning, AI PCs enable conceptual mastery, empower teachers, and create equitable, process-driven environments where students actively construct and internalise knowledge.