2026 教育科技趨勢報告：AI 驅動的學習分析、學術誠信挑戰與 Gen Z 的負面情緒

今日重點

• CoSN 2026 年會聚焦未來學習環境的協作與安全：教育工作者、IT 領導者與行政人員將於芝加哥聚集，探討如何透過教育技術促進協作、創新並建立更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 MagazineAt the CoSN 2026 Annual Conference in Chicago, educators, IT leaders and administrators will gather for educational and networking opportunities and to learn about the latest ed tech products and services from exhibitors. The theme for this year’s conference,…開啟來源 。本次會議主題為「攜手打造未來」（Building What’s Next Together），旨在解決技術領導者如何共同開發創新且具備安全性的教學與學習系統 [1]edtechmagazine.comCoSN2026: Ed Tech Leaders to Collaborate on Future-Ready Learning Environments - EdTech MagazineAt the CoSN 2026 Annual Conference in Chicago, educators, IT leaders and administrators will gather for educational and networking opportunities and to learn about the latest ed tech products and services from exhibitors. The theme for this year’s conference,…開啟來源 。
• Gen Z 對人工智慧的負面情緒顯著上升：根據 Gallup 的最新調查，Gen Z 對 AI 的興奮感正在消退，且對其可能導致學習困難的擔憂日益增加 [3]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 [4]the74million.orgGen Z Increasingly Skeptical of — And Angry About — Artificial Intelligence - The 74By Jo Napolitano ##### Education news and commentary, delivered right to your inbox. Sign up for The 74 newsletter. This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply. ### Most Popular commentary ##### The Real Culpri…開啟來源 。調查顯示，31% 的受訪者表示 AI 讓他們感到憤怒，較去年上升了 9 個百分點，而僅有 22% 的人感到興奮，低於前一年的 36% [3]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 。
• 學術評量面臨 AI 代理技術的嚴峻挑戰：隨著 AI 進化為能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如何重新設計評量方式以驗證學習成果 [5]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher Ed+ Disability + Age Admissions + Traditional-Age + Adult & Post-Traditional + Transfer + Graduate Tech & Innovation + Teaching & Learning + Artificial Intelligence + Digital Publishing + Data Analytics + Libraries + Administrative Tech + Alternative Credential…開啟來源 。教育領導者目前正致力於探討在 AI 時代中，哪些形式的評量能最有效地捕捉學生的學習與技能發展 [5]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher Ed+ Disability + Age Admissions + Traditional-Age + Adult & Post-Traditional + Transfer + Graduate Tech & Innovation + Teaching & Learning + Artificial Intelligence + Digital Publishing + Data Analytics + Libraries + Administrative Tech + Alternative Credential…開啟來源 。

趨勢觀察

數據驅動的個性化與行為分析應用

數據分析技術正從娛樂產業延伸至教育領域的應用邏輯中。在互動娛樂領域，預計到 2026 年，超過 70% 的大型平台將使用即時分析來動態調整內容以符合個人用戶需求 [2]jpost.com2026 interactive gaming analytics trends - The Jerusalem Postis identical: deliver the right content to the right user at the right moment. [...] acknowledgment of your loyalty, much like a deeply relevant news digest feels like a service to your curiosity. [...] The application of behavioral analytics transforms a sim…開啟來源 。這種透過行為分析來提供「在正確的時間提供正確內容」的邏輯，與教育科技追求提升學生成就的目標在技術路徑上具有相似性 [1]edtechmagazine.comCoSN2026: Ed Tech Leaders to Collaborate on Future-Ready Learning Environments - EdTech MagazineAt the CoSN 2026 Annual Conference in Chicago, educators, IT leaders and administrators will gather for educational and networking opportunities and to learn about the latest ed tech products and services from exhibitors. The theme for this year’s conference,…開啟來源 [2]jpost.com2026 interactive gaming analytics trends - The Jerusalem Postis identical: deliver the right content to the right user at the right moment. [...] acknowledgment of your loyalty, much like a deeply relevant news digest feels like a service to your curiosity. [...] The application of behavioral analytics transforms a sim…開啟來源 。

AI 導入與使用者心理落差的矛盾

目前教育科技產業呈現出「技術投入增加」與「使用者信任下降」的矛盾現象 [3]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，Google 已投入 10 億美元提供 AI 工具與培訓給大學與非營利組織，且包括亞利桑那州立大學（ASU）與加州州立大學（CSU）在內的多所大學已與 OpenAI 達成協議 [3]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 。另一方面，Gen Z 的態度卻趨於悲觀，其中 74% 的 K-12 學生與 83% 的 Gen Z 成人認為，旨在加速任務完成的 AI 可能會讓未來的學習變得更加困難 [3]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 。

學術誠信與評量體系的結構性重組

AI 技術的演進正迫使教育體系從「偵測 AI」轉向「重新設計評量」 [5]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher Ed+ Disability + Age Admissions + Traditional-Age + Adult & Post-Traditional + Transfer + Graduate Tech & Innovation + Teaching & Learning + Artificial Intelligence + Digital Publishing + Data Analytics + Libraries + Administrative Tech + Alternative Credential…開啟來源 。由於 AI 代理技術的出現，傳統的評量方式已不足以作為學生能力的可靠證據，因此教育機構必須思考如何建立新的評量層級，以同時評估人類的判斷力與學生的 AI 素養（AI fluency） [5]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher Ed+ Disability + Age Admissions + Traditional-Age + Adult & Post-Traditional + Transfer + Graduate Tech & Innovation + Teaching & Learning + Artificial Intelligence + Digital Publishing + Data Analytics + Libraries + Administrative Tech + Alternative Credential…開啟來源 。這不僅是技術問題，更是為了重建學生、教育者與雇主對於學位價值的信心 [5]insidehighered.comAcademic Integrity Under Fire: Fortifying Assessment in an AI-Mediated World - Inside Higher Ed+ Disability + Age Admissions + Traditional-Age + Adult & Post-Traditional + Transfer + Graduate Tech & Innovation + Teaching & Learning + Artificial Intelligence + Digital Publishing + Data Analytics + Libraries + Administrative Tech + Alternative Credential…開啟來源 。