苦澀的教訓 vs. 垃圾桶模型:AI 的算力極限與企業組織的混亂現實
Original: The Bitter Lesson versus The Garbage Can
In this short yet deeply meaningful commentary, Wharton School professor Ethan Mollick presents the most fundamental conflict of the AI…
沃頓商學院教授 Ethan Mollick 探討了 AI 領域著名的「苦澀教訓」(The Bitter Lesson)與組織理論中的「垃圾桶模型」(The Garbage Can Model)之間的對立。前者認為只要持續堆疊算力,AI 就能解決所有問題;後者則指出企業組織本質上是充滿混亂與隨機決策的「垃圾桶」。隨著 AI 試圖融入真實工作,這兩股力量的對決將決定 AI 能否真正顛覆生產力。
In this short yet deeply meaningful commentary, Wharton School professor Ethan Mollick presents the most fundamental conflict of the AI era: the ruthless advance of technology (process doesn't matter) versus the messy reality of human organizations (process is everything).
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