2026 教育科技趨勢報告：從 AI 政策限制轉向 AI 素養與安全防護的關鍵轉型

今日重點

• AI 素養成為教育核心目標：教育機構的討論焦點正從過去對生成式 AI 的限制與禁止，轉向如何培養學生的 AI 素養 [5]forbes.comFrom AI Policies To AI Literacy In Education - ForbesPresident and CEO of technology solutions provider NWN Jim Sullivan believes that many schools first need to modernize their underlying technology environments before they can fully integrate AI into learning. “To fully leverage AI, many institutions first ne…開啟來源 。隨著學生畢業後將進入 AI 工具已嵌入日常工作流程的職場，學校開始著重於教授如何負責任、批判性且有效地使用 AI [4]insidehighered.com3 Takeaways on AI and Entry-Level Jobs - Inside Higher EdNews Student Success Life After College May 22, 2026 # 3 Takeaways on AI and Entry-Level Jobs Institutions including the University of Virginia and the State University of New York are launching AI initiatives to prepare students for a changing early-career j…開啟來源 [5]forbes.comFrom AI Policies To AI Literacy In Education - ForbesPresident and CEO of technology solutions provider NWN Jim Sullivan believes that many schools first need to modernize their underlying technology environments before they can fully integrate AI into learning. “To fully leverage AI, many institutions first ne…開啟來源 。
• K-12 學區技術優先事項轉向：根據 CoSN 的年度報告，網路安全（Cybersecurity）仍是學區技術優先事項的首要考量 [1]marketbrief.edweek.orgSecurity, AI Guidelines are Top School District Ed-Tech Concerns - Education WeekSecurity, AI Guidelines are Top School District Ed-Tech Concerns Education Market K-12 Market News # Security, AI Guidelines are Top School District Ed-Tech Concerns By Alexandria Ng — May 22, 2026 4 min read Save to favorites Print) Email Facebook LinkedIn T…開啟來源 。然而，對於生成式人工智慧（Generative AI）的關注度在過去一年中大幅激增 [1]marketbrief.edweek.orgSecurity, AI Guidelines are Top School District Ed-Tech Concerns - Education WeekSecurity, AI Guidelines are Top School District Ed-Tech Concerns Education Market K-12 Market News # Security, AI Guidelines are Top School District Ed-Tech Concerns By Alexandria Ng — May 22, 2026 4 min read Save to favorites Print) Email Facebook LinkedIn T…開啟來源 。
• 大學端積極推動 AI 銜接計畫：為了因應職場對 AI 技能需求的增加，包括維吉尼亞大學（University of Virginia）與紐約州立大學（SUNY）在內的機構，正啟動 AI 相關計畫 [4]insidehighered.com3 Takeaways on AI and Entry-Level Jobs - Inside Higher EdNews Student Success Life After College May 22, 2026 # 3 Takeaways on AI and Entry-Level Jobs Institutions including the University of Virginia and the State University of New York are launching AI initiatives to prepare students for a changing early-career j…開啟來源 。這類計畫旨在幫助學生準備好應對不斷變化的初級職位市場 [4]insidehighered.com3 Takeaways on AI and Entry-Level Jobs - Inside Higher EdNews Student Success Life After College May 22, 2026 # 3 Takeaways on AI and Entry-Level Jobs Institutions including the University of Virginia and the State University of New York are launching AI initiatives to prepare students for a changing early-career j…開啟來源 。

深入分析：AI 浪潮下的教育轉型

從「限制」到「素養」的範式轉移

在 ChatGPT 發布後的最初三年，美國學校對 AI 的討論多集中在限制措施，例如辯論是否禁止生成式 AI 工具、更新學術誠信政策，以及嘗試使用 AI 檢測軟體以應對作弊問題 [5]forbes.comFrom AI Policies To AI Literacy In Education - ForbesPresident and CEO of technology solutions provider NWN Jim Sullivan believes that many schools first need to modernize their underlying technology environments before they can fully integrate AI into learning. “To fully leverage AI, many institutions first ne…開啟來源 。然而，現在教育界已展現出更廣泛的認知，即學生畢業後將面臨 AI 深度嵌入的職場環境 [5]forbes.comFrom AI Policies To AI Literacy In Education - ForbesPresident and CEO of technology solutions provider NWN Jim Sullivan believes that many schools first need to modernize their underlying technology environments before they can fully integrate AI into learning. “To fully leverage AI, many institutions first ne…開啟來源 。因此，教育重點正從被動的 AI 政策轉向主動的 AI 素養教育，強調判斷力、數位素養以及受監督的實驗性學習 [5]forbes.comFrom AI Policies To AI Literacy In Education - ForbesPresident and CEO of technology solutions provider NWN Jim Sullivan believes that many schools first need to modernize their underlying technology environments before they can fully integrate AI into learning. “To fully leverage AI, many institutions first ne…開啟來源 。例如，賓州州立大學（Penn State University – Schuylkill）與部分賓州學區已開始提供關於 AI 工具、數位公民權及實際應用案例的課程 [5]forbes.comFrom AI Policies To AI Literacy In Education - ForbesPresident and CEO of technology solutions provider NWN Jim Sullivan believes that many schools first need to modernize their underlying technology environments before they can fully integrate AI into learning. “To fully leverage AI, many institutions first ne…開啟來源 。

職場需求驅動的學術應對

根據 Handshake 的研究數據顯示，儘管整體實習與工作職缺數量有所下降，但實習與職缺說明中提及「AI 技能」的次數卻有所增加 [4]insidehighered.com3 Takeaways on AI and Entry-Level Jobs - Inside Higher EdNews Student Success Life After College May 22, 2026 # 3 Takeaways on AI and Entry-Level Jobs Institutions including the University of Virginia and the State University of New York are launching AI initiatives to prepare students for a changing early-career j…開啟來源 。在大學畢業生中，AI 的採用率呈現爆發式成長，從兩年前的持平狀態轉變為接近普及，目前有 85% 的大學四年級學生報告使用過 AI 工具，其中超過三分之一的人每天都會使用 [4]insidehighered.com3 Takeaways on AI and Entry-Level Jobs - Inside Higher EdNews Student Success Life After College May 22, 2026 # 3 Takeaways on AI and Entry-Level Jobs Institutions including the University of Virginia and the State University of New York are launching AI initiatives to prepare students for a changing early-career j…開啟來源 。這種趨勢迫使高等教育機構必須開發新的 AI 政策與素養計畫，以確保學生具備競爭力 [4]insidehighered.com3 Takeaways on AI and Entry-Level Jobs - Inside Higher EdNews Student Success Life After College May 22, 2026 # 3 Takeaways on AI and Entry-Level Jobs Institutions including the University of Virginia and the State University of New York are launching AI initiatives to prepare students for a changing early-career j…開啟來源 。

技術基礎與安全挑戰的並行

儘管 AI 的應用前景廣闊，但教育技術的落地仍面臨基礎設施與安全的雙重挑戰。技術解決方案供應商 NWN 的執行長 Jim Sullivan 指出，許多學校在全面整合 AI 之前，必須先實現底層技術環境的現代化 [5]forbes.comFrom AI Policies To AI Literacy In Education - ForbesPresident and CEO of technology solutions provider NWN Jim Sullivan believes that many schools first need to modernize their underlying technology environments before they can fully integrate AI into learning. “To fully leverage AI, many institutions first ne…開啟來源 。此外，對於 K-12 領導者而言，如何在推動技術創新的同時，確保網路安全與建立明確的 AI 指引，是目前最迫切需要解決的技術優先事項 [1]marketbrief.edweek.orgSecurity, AI Guidelines are Top School District Ed-Tech Concerns - Education WeekSecurity, AI Guidelines are Top School District Ed-Tech Concerns Education Market K-12 Market News # Security, AI Guidelines are Top School District Ed-Tech Concerns By Alexandria Ng — May 22, 2026 4 min read Save to favorites Print) Email Facebook LinkedIn T…開啟來源 。