管理能力將成為 AI 時代的終極超能力：如何在 AI Agent 的世界中脫穎而出
Original: Management as AI superpower
Wharton School professor Ethan Mollick, in his latest article, points out that we are at an inflection point — shifting from "Copilot"…
賓州大學教授 Ethan Mollick 指出，隨著 AI 轉型為能自主規劃與執行的 Agent（代理），人類的工作將從「與 AI 協作」轉變為「管理 AI」。這意味著傳統的管理技能——如明確授權、設定目標、績效評估與跨團隊協調——將成為每個人的核心競爭力。不會管理的人將難以駕馭強大的 AI 工具。
Wharton School professor Ethan Mollick, in his latest article, points out that we are at an inflection point — shifting from "Copilot" collaboration to "Autonomous Agents." In the past, using AI required meticulous "Prompt Engineering," with humans guiding the AI step by step on what to do. However, as AI Agents capable of autonomous planning, decision-making, and execution become widespread, the core skill of the future will be "Management."
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