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.
Then, if we had a call like:
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Угрозу применения ядерного оружия в конфликте вокруг Ирана оценили14:57
美国337调查以其管辖范围广、制裁力度大(一旦败诉将面临禁售令)而闻名,是许多中国出海企业的噩梦。GoPro发起此次调查,意图明显:通过法律手段限制竞争对手进入美国市场,从而稳固自身的护城河。
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美国本土电网由于基建老化和许可程序复杂,已无法满足 AI 数据中心呈指数级增长的电力需求。高盛明确表示到2030 年,美国几乎所有电力电网都将面临备用容量不足的问题,这一结构性瓶颈可能在人工智能竞争中让中国取得先发优势。
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