2026-03-04 00:00:00:03014330410http://paper.people.com.cn/rmrb/pc/content/202603/04/content_30143304.htmlhttp://paper.people.com.cn/rmrb/pad/content/202603/04/content_30143304.html11921 本版责编：赵展慧 杨远帆 齐志明 邓剑洋 王云杉 蒋雪鸿
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Writing specifications is not always easy, but it is easier than writing the optimized implementation. And a powerful shortcut exists: an inefficient program that is obviously correct can serve as its own specification. User and AI co-write a simple model, AI writes an efficient version, and proves the two equivalent. The hard part shifts from implementation to design. That is the right kind of hard.
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