A study of 1,000 students shows that critical thinking training improves the quality of ChatGPT outputs. Students who received the training produced more original and higher-scoring university assignments than those without it. This suggests that human cognitive skills remain the primary lever for maximizing LLM utility. Practitioners should prioritize prompt engineering education over tool access.