AI 浪潮下的教育轉型：從教學創新、學術誠信挑戰到 Gen Z 的負面情緒轉向

今日重點

• 教育領導者聚焦未來學習環境的協作：CoSN2026 年會將於芝加哥舉行，主題為「攜手打造未來」（Building What’s Next Together）[1]edtechmagazine.comCoSN2026: Ed Tech Leaders to Collaborate on Future-Ready Learning Environments - EdTech MagazineIn addition to the sessions, the AI Playground, located in the Sheraton Grand Chicago Riverwalk’s Fountainview Foyer, will offer hands-on learning experiences led by CoSN members and K–12 technology providers that will explore the future of AI in education. K…開啟來源 。該會議旨在探討教育技術領導者如何透過協作，建構創新且安全的學習環境以提升學生成就 [1]edtechmagazine.comCoSN2026: Ed Tech Leaders to Collaborate on Future-Ready Learning Environments - EdTech MagazineIn addition to the sessions, the AI Playground, located in the Sheraton Grand Chicago Riverwalk’s Fountainview Foyer, will offer hands-on learning experiences led by CoSN members and K–12 technology providers that will explore the future of AI in education. K…開啟來源 。此外，會議現場將設有 AI 遊樂場（AI Playground），提供由 CoSN 成員與 K-12 技術供應商帶領的 AI 教育實作體驗 [1]edtechmagazine.comCoSN2026: Ed Tech Leaders to Collaborate on Future-Ready Learning Environments - EdTech MagazineIn addition to the sessions, the AI Playground, located in the Sheraton Grand Chicago Riverwalk’s Fountainview Foyer, will offer hands-on learning experiences led by CoSN members and K–12 technology providers that will explore the future of AI in education. K…開啟來源 。

• 學術評量面臨 AI 代理技術的嚴峻挑戰：隨著 AI 工具演進為能夠完成複雜任務的自主代理（autonomous agents），高等教育機構正被迫重新思考評量與驗證學習的方式 [2]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher EdEvents & Webinars Upcoming Events & Webinars May 13, 2026 AT 02:00 PM EDT # Academic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World Learn how institutions are rethinking assessment and validating learning in this new era. Register now Ass…開啟來源 。教育領導者目前的核心任務在於如何重新設計評量系統，以在 AI 時代中確保學位價值，並能有效評估人類判斷力與 AI 素養 [2]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher EdEvents & Webinars Upcoming Events & Webinars May 13, 2026 AT 02:00 PM EDT # Academic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World Learn how institutions are rethinking assessment and validating learning in this new era. Register now Ass…開啟來源 。

• Gen Z 對 AI 的情緒轉向負面：根據 Gallup 的最新調查，Gen Z 對 AI 的興奮感正在消退，而憤怒感卻在上升 [5]highereddive.comGallup: Gen Z growing more negative toward AI - Higher Ed Dive## Company Announcements View all | Post a press release Archer Education Celebrates 20 Years of Online Growth Enablement for 200+ Higher Education In… From Archer Education March 24, 2026 OES puts sustainability at the centre of STEM education and training w…開啟來源 。調查顯示，有 31% 的受訪者表示 AI 讓他們感到憤怒，較去年增加了 9 個百分點；而感到興奮的人數則從去年的 36% 下降至 22% [5]highereddive.comGallup: Gen Z growing more negative toward AI - Higher Ed Dive## Company Announcements View all | Post a press release Archer Education Celebrates 20 Years of Online Growth Enablement for 200+ Higher Education In… From Archer Education March 24, 2026 OES puts sustainability at the centre of STEM education and training w…開啟來源 。

趨勢觀察

評量體系的結構性重塑

隨著 AI 技術從單純的工具轉向具備自主能力的代理人，教育界正從「偵測 AI」轉向「重新設計評量」 [2]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher EdEvents & Webinars Upcoming Events & Webinars May 13, 2026 AT 02:00 PM EDT # Academic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World Learn how institutions are rethinking assessment and validating learning in this new era. Register now Ass…開啟來源 。高等教育機構正試圖尋找新的評量形式，以捕捉學生在代理型 AI 時代下的學習與技能發展 [2]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher EdEvents & Webinars Upcoming Events & Webinars May 13, 2026 AT 02:00 PM EDT # Academic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World Learn how institutions are rethinking assessment and validating learning in this new era. Register now Ass…開啟來源 。這反映出教育界必須建立新的標準，來界定何謂學生能力的「可靠證據」，並確保學位在 2026 年及以後仍能獲得雇主與公眾的信任 [2]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher EdEvents & Webinars Upcoming Events & Webinars May 13, 2026 AT 02:00 PM EDT # Academic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World Learn how institutions are rethinking assessment and validating learning in this new era. Register now Ass…開啟來源 。

技術投入與使用者情緒的背離

目前產業呈現出技術投入與使用者感受之間的矛盾現象 [5]highereddive.comGallup: Gen Z growing more negative toward AI - Higher Ed Dive## Company Announcements View all | Post a press release Archer Education Celebrates 20 Years of Online Growth Enablement for 200+ Higher Education In… From Archer Education March 24, 2026 OES puts sustainability at the centre of STEM education and training w…開啟來源 。一方面，科技巨頭如 Google 正投入巨資（例如宣布投入 10 億美元）為大學提供 AI 工具與培訓，且已有超過 200 所大學加入該計畫 [5]highereddive.comGallup: Gen Z growing more negative toward AI - Higher Ed Dive## Company Announcements View all | Post a press release Archer Education Celebrates 20 Years of Online Growth Enablement for 200+ Higher Education In… From Archer Education March 24, 2026 OES puts sustainability at the centre of STEM education and training w…開啟來源 ；亞利桑那州立大學、南卡羅來納大學與加州州立大學等大型校系也與 OpenAI 簽署協議以提供工具存取 [5]highereddive.comGallup: Gen Z growing more negative toward AI - Higher Ed Dive## Company Announcements View all | Post a press release Archer Education Celebrates 20 Years of Online Growth Enablement for 200+ Higher Education In… From Archer Education March 24, 2026 OES puts sustainability at the centre of STEM education and training w…開啟來源 。然而，另一方面 Gen Z 的 AI 使用率正在放緩，且對 AI 可能使學習變得更困難感到擔憂 [5]highereddive.comGallup: Gen Z growing more negative toward AI - Higher Ed Dive## Company Announcements View all | Post a press release Archer Education Celebrates 20 Years of Online Growth Enablement for 200+ Higher Education In… From Archer Education March 24, 2026 OES puts sustainability at the centre of STEM education and training w…開啟來源 。在 K-12 學生中，有 74% 的人認為 AI 可能會增加學習難度，而在 Gen Z 成年人中，這一比例更高達 83% [5]highereddive.comGallup: Gen Z growing more negative toward AI - Higher Ed Dive## Company Announcements View all | Post a press release Archer Education Celebrates 20 Years of Online Growth Enablement for 200+ Higher Education In… From Archer Education March 24, 2026 OES puts sustainability at the centre of STEM education and training w…開啟來源 。

安全與倫理的雙重壓力

教育技術的發展正同時承受著安全與倫理的壓力 [1]edtechmagazine.comCoSN2026: Ed Tech Leaders to Collaborate on Future-Ready Learning Environments - EdTech MagazineIn addition to the sessions, the AI Playground, located in the Sheraton Grand Chicago Riverwalk’s Fountainview Foyer, will offer hands-on learning experiences led by CoSN members and K–12 technology providers that will explore the future of AI in education. K…開啟來源 [3]chronicle.comAfternoon Update: When AI use makes you uncool - The Chronicle of Higher EducationSkip to content Subscribe Subscribe Sign In # Afternoon Update Keep up with the latest headlines and trending stories. Delivered every weekday afternoon. April 6, 2026 Share X (formerly Twitter) LinkedIn Facebook Email From: The Chronicle of Higher Education…開啟來源 。在技術層面，教育領導者必須在推動創新的同時，確保學習環境的網路安全（cybersecurity）與安全性 [1]edtechmagazine.comCoSN2026: Ed Tech Leaders to Collaborate on Future-Ready Learning Environments - EdTech MagazineIn addition to the sessions, the AI Playground, located in the Sheraton Grand Chicago Riverwalk’s Fountainview Foyer, will offer hands-on learning experiences led by CoSN members and K–12 technology providers that will explore the future of AI in education. K…開啟來源 。在教學倫理層面，學生之間正自行制定規則，甚至在秘密使用 AI 工具，這使得教學現場的規範與學術誠信面臨複雜的社會學挑戰 [3]chronicle.comAfternoon Update: When AI use makes you uncool - The Chronicle of Higher EducationSkip to content Subscribe Subscribe Sign In # Afternoon Update Keep up with the latest headlines and trending stories. Delivered every weekday afternoon. April 6, 2026 Share X (formerly Twitter) LinkedIn Facebook Email From: The Chronicle of Higher Education…開啟來源 。