教育制度已經落後？AI時代學生要做碩士級功課｜AI時代求生指南 EP3 ｜Keith Li ｜Iris

Keith Li • December 5, 2025

Keith Li

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生成式 AI（GenAI）不只是工具，更是驅動未來創意的核心引擎。本頻道致力於 GenAI 的深度解析與觀點探討，透過前瞻性的分析視角，激發多維度的思考與交流。內容涵蓋 GenAI 產業新聞、趨勢思辨及未來展望。無論是 AI 初學者還是資深專業人士，希望都能在此獲得啟發。歡迎訂閱並開啟通知，與我們一同探索 GenAI 的無限可能。

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四大 AI 巨頭開戰：內容創作者被迫埋單？| AI世代生存指南 #KeithLi

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失業率不止職場問題，教育系統同樣面臨大洗牌！ AI時代，學士學位已經要做碩士才做的難題，老師同學生面對全面顛覆。原來只要守住「三條底線」：發現問題、做決定、創新，人類仍然能夠保持不可取代！關注Keith緊貼AI發展最新消息 LinkedIn: https://www.linkedin.com/in/keithlihk/ Facebook: https://www.facebook.com/startupgrandline 00:00 前情提要 & 本集重點 01:00 大學功課已死？AI 秒殺 100 份論文歸納 02:50 考核大改革：不再看 Paper，而是看你「講唔講得出」 04:15 學習效率的提升：AI 是你的大腦延伸 (Brain Extension) 06:40 核心理論：人類不可被取代的三大底線 (Discovery, Decision, Creation) 08:47 大學的迷思：是「職業先修所」還是「學術研究」？ 12:27 邏輯思維訓練：為何小學中學就應該學？ 15:44 避免 AI 幻覺：在「後真相時代」如何求真？ 18:21 恐怖的迴圈：AI 生成假資訊，再餵番俾 AI 吃 20:48 被禁止用 AI 的畢業生，會否成為最慘「夾心世代」？ 23:00 重新定義「作弊」：其實老師想你用 AI？

教育制度已經落後？AI時代學生要做碩士級功課｜AI時代求生指南 EP3 ｜Keith Li ｜Iris

Keith Li

About

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四大 AI 巨頭開戰：內容創作者被迫埋單？| AI世代生存指南 #KeithLi

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