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。
For UNSAT problems with 10 variables and 200 clauses, it had the same issue as Gemini 3 Pro of making up assignments.，更多细节参见51吃瓜
Фото: Serguei Fomine / Global Look Press。搜狗输入法2026对此有专业解读
A new study reveals that the adult human brain continues to produce new neurons throughout life, a process that is highly active in older individuals with exceptional memories but severely limited in those with Alzheimer’s disease.，推荐阅读旺商聊官方下载获取更多信息