其次，规模和可复制性完全不同。Altman 想强调「per query」的效率，但他忽略了：人类智能没法「复制部署」到数据中心里无限扩容。AI 的真正优势恰恰在于「训一次，用一辈子」，而人类是「训一次，用一辈子还得继续喂」。如果真要比「单位智能产出每焦耳能量」，AI 在规模化后确实可能碾压，但用「养孩子总成本」来类比，反而把这个优势给模糊掉了。
数据也印证了这一趋势：美团发布的2026春节消费洞察报告显示，除夕年夜饭预订量同比增长了80%；而根据抖音报告，除夕当天，年夜饭团购套餐订单量同比增长了245%。，详情可参考旺商聊官方下载
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Овечкин продлил безголевую серию в составе Вашингтона09:40
• “What not reading does to your writing.” Lincoln Michel is one of my favorite chroniclers of life as a professional writer, and the point he concludes on here really is the simplest, most effective advice I can give to anyone who wants to write better: “The best way for this author to improve their writing is simple. They should read a few good books.” I notice it in myself. When I am not actively reading fiction, my writing gets more flat.，更多细节参见搜狗输入法2026