2026 教育科技趨勢報告：AI 導入教育現場的挑戰、價值評估與產學銜接新動態

今日重點

• AI 輔助教學的實踐與工具選擇差異：部分學區已開始在高中試行 AI 平台，例如透過 MagicSchool 進行教案製作與課堂活動，如將筆記轉化為歌曲以增加學習趣味性 [3]machronicle.comTeachers Turn to AI, But Not Everyone Is On Board - M-A ChronicleCourtesy MagicSchool News·Recent Stories # Teachers Turn to AI, But Not Everyone Is On Board April 29, 2026 Karen Chen After two years of uncertainty surrounding AI, the District is cautiously adapting to it this year, with administrators encouraging teachers…開啟來源 。然而，教師對於工具的選擇存在差異，有教師發現通用型 AI（如 ChatGPT 或 Gemini）在執行特定任務時比專門的教育平台更快速且簡單 [3]machronicle.comTeachers Turn to AI, But Not Everyone Is On Board - M-A ChronicleCourtesy MagicSchool News·Recent Stories # Teachers Turn to AI, But Not Everyone Is On Board April 29, 2026 Karen Chen After two years of uncertainty surrounding AI, the District is cautiously adapting to it this year, with administrators encouraging teachers…開啟來源 。
• Khan Academy 的 AI 擴張與教學定位：作為 2026 年最具影響力的教育公司之一，Khan Academy 透過與 OpenAI 合作的 AI 導師 Khanmigo 已擁有 140 萬名用戶 [2]time.comThe 10 Most Influential Education Companies of 2026 - Time MagazineEnglish proficiency is widely linked to economic opportunity in low-income countries—but quality instruction is scarce and unevenly distributed. Edtech company Efekta Education is trying to change that equation. Efekta is running what it calls the world’s lar…開啟來源 。儘管技術強大，其創辦人 Sal Khan 強調 AI 不應取代人類教師，並指出研究顯示學生必須在人類協調員的配合下使用 Khan Academy，學習成效才會有顯著提升 [2]time.comThe 10 Most Influential Education Companies of 2026 - Time MagazineEnglish proficiency is widely linked to economic opportunity in low-income countries—but quality instruction is scarce and unevenly distributed. Edtech company Efekta Education is trying to change that equation. Efekta is running what it calls the world’s lar…開啟來源 。
• 政府與學區對 AI 價值的評估困境：儘管幾乎所有美國州政府都已進行過 AI 試點計畫，但目前仍缺乏有效的評估機制來衡量其部署後的實際價值 [4]govtech.comReport: Nearly All States Have Piloted AI but Value Is Unclear - govtech.comFacebook LinkedIn Twitter Print) Email ## Tags: Artificial Intelligence State GovernmentAnalyticsEmerging TechGovernment Experience News Staff See More Stories by News Staff Related Content Artificial Intelligence Oregon Judge Calls Out Erroneous AI-Generated…開啟來源 。在學區層級，雖然行政人員鼓勵教師探索 AI 工具，但技術協調員也提醒教師應對 AI 保持懷疑與審慎態度，將其視為需要嚴格審查的新進人員 [3]machronicle.comTeachers Turn to AI, But Not Everyone Is On Board - M-A ChronicleCourtesy MagicSchool News·Recent Stories # Teachers Turn to AI, But Not Everyone Is On Board April 29, 2026 Karen Chen After two years of uncertainty surrounding AI, the District is cautiously adapting to it this year, with administrators encouraging teachers…開啟來源 。

數學教育的困境與技術介入

在初中與高中數學教育方面，學生表現呈現長達十年的下滑趨勢 [1]edweek.orgMiddle and High School Math: How to Get Struggling Learners on Track - Education WeekJennifer Vilcarino, May 4, 2026 • 5 min read Support for coverage of mathematics, post-high school pathways, AI and emerging technology, the teaching profession, and influential state markets is provided by the Gates Foundation. Guided by the belief that ever…開啟來源 。許多教師反映，學生在進入中學時缺乏基礎技能，導致教授代數等進階主題變得極其困難 [1]edweek.orgMiddle and High School Math: How to Get Struggling Learners on Track - Education WeekJennifer Vilcarino, May 4, 2026 • 5 min read Support for coverage of mathematics, post-high school pathways, AI and emerging technology, the teaching profession, and influential state markets is provided by the Gates Foundation. Guided by the belief that ever…開啟來源 。為了應對此問題，部分學校正嘗試利用 AI 技術來「個性化」課程，試圖透過符合學生興趣的方式來提升參與度 [1]edweek.orgMiddle and High School Math: How to Get Struggling Learners on Track - Education WeekJennifer Vilcarino, May 4, 2026 • 5 min read Support for coverage of mathematics, post-high school pathways, AI and emerging technology, the teaching profession, and influential state markets is provided by the Gates Foundation. Guided by the belief that ever…開啟來源 。此外，針對英語學習者（English learners），教育策略也正從單純的數學概念掌握，轉向結合數學詞彙的學習 [1]edweek.orgMiddle and High School Math: How to Get Struggling Learners on Track - Education WeekJennifer Vilcarino, May 4, 2026 • 5 min read Support for coverage of mathematics, post-high school pathways, AI and emerging technology, the teaching profession, and influential state markets is provided by the Gates Foundation. Guided by the belief that ever…開啟來源 。

產學銜接與勞動力發展的新模式

教育科技的創新正朝向將學習與現實職業角色直接連結的方向發展 [5]edtechinnovationhub.comETIH Innovation Awards: Workforce and Industry shortlist shows education and employment aligning - EdTech Innovation Hub#### Explore the full shortlist You can explore the full ETIH Innovation Awards 2026 shortlist to see the companies and platforms shaping this year’s awards. Winners will be announced on May 11. Featured Data and insights platform StudentCrowd bags £7 million…開啟來源 。在 ETIH 創新獎項的評選中，重點關注能將學習轉化為現實技能、並能反映當前勞動力需求的平台 [5]edtechinnovationhub.comETIH Innovation Awards: Workforce and Industry shortlist shows education and employment aligning - EdTech Innovation Hub#### Explore the full shortlist You can explore the full ETIH Innovation Awards 2026 shortlist to see the companies and platforms shaping this year’s awards. Winners will be announced on May 11. Featured Data and insights platform StudentCrowd bags £7 million…開啟來源 。例如，Attensi 透過其 AI CREATOR 協作工具，協助 Dawn Foods 將原本需要數週才能完成的培訓內容製作時間縮短至數小時，展現了 AI 在提升企業培訓效率上的潛力 [5]edtechinnovationhub.comETIH Innovation Awards: Workforce and Industry shortlist shows education and employment aligning - EdTech Innovation Hub#### Explore the full shortlist You can explore the full ETIH Innovation Awards 2026 shortlist to see the companies and platforms shaping this year’s awards. Winners will be announced on May 11. Featured Data and insights platform StudentCrowd bags £7 million…開啟來源 。

趨勢觀察

從「技術導入」轉向「價值驗證」的關鍵期：目前的教育科技產業正處於從單純的技術試點（Piloting）轉向評估實際影響（Impact）的過渡階段 [4]govtech.comReport: Nearly All States Have Piloted AI but Value Is Unclear - govtech.comFacebook LinkedIn Twitter Print) Email ## Tags: Artificial Intelligence State GovernmentAnalyticsEmerging TechGovernment Experience News Staff See More Stories by News Staff Related Content Artificial Intelligence Oregon Judge Calls Out Erroneous AI-Generated…開啟來源 。雖然 AI 工具如 MagicSchool 或 Khanmigo 已廣泛應用，但如何建立標準化的評估機制來衡量 AI 對學習成效的真實貢獻，仍是政府與教育機構面臨的重大挑戰 [3]machronicle.comTeachers Turn to AI, But Not Everyone Is On Board - M-A ChronicleCourtesy MagicSchool News·Recent Stories # Teachers Turn to AI, But Not Everyone Is On Board April 29, 2026 Karen Chen After two years of uncertainty surrounding AI, the District is cautiously adapting to it this year, with administrators encouraging teachers…開啟來源 [4]govtech.comReport: Nearly All States Have Piloted AI but Value Is Unclear - govtech.comFacebook LinkedIn Twitter Print) Email ## Tags: Artificial Intelligence State GovernmentAnalyticsEmerging TechGovernment Experience News Staff See More Stories by News Staff Related Content Artificial Intelligence Oregon Judge Calls Out Erroneous AI-Generated…開啟來源 。

「人機協作」而非「技術取代」的教學共識：無論是大型教育平台還是基層教學實踐，目前的趨勢並非追求完全自動化，而是強調人類教師的核心地位 [2]time.comThe 10 Most Influential Education Companies of 2026 - Time MagazineEnglish proficiency is widely linked to economic opportunity in low-income countries—but quality instruction is scarce and unevenly distributed. Edtech company Efekta Education is trying to change that equation. Efekta is running what it calls the world’s lar…開啟來源 。研究數據支持了「技術必須配合人類協調」才能發揮最大效能的觀點 [2]time.comThe 10 Most Influential Education Companies of 2026 - Time MagazineEnglish proficiency is widely linked to economic opportunity in low-income countries—but quality instruction is scarce and unevenly distributed. Edtech company Efekta Education is trying to change that equation. Efekta is running what it calls the world’s lar…開啟來源 ，這反映出教育界對於 AI 的定位趨向於輔助工具，而非教學主體 [2]time.comThe 10 Most Influential Education Companies of 2026 - Time MagazineEnglish proficiency is widely linked to economic opportunity in low-income countries—but quality instruction is scarce and unevenly distributed. Edtech company Efekta Education is trying to change that equation. Efekta is running what it calls the world’s lar…開啟來源 [3]machronicle.comTeachers Turn to AI, But Not Everyone Is On Board - M-A ChronicleCourtesy MagicSchool News·Recent Stories # Teachers Turn to AI, But Not Everyone Is On Board April 29, 2026 Karen Chen After two years of uncertainty surrounding AI, the District is cautiously adapting to it this year, with administrators encouraging teachers…開啟來源 。

教育內容與產業需求的即時同步：隨著 AI 技術的成熟，教育內容的產出速度正大幅提升，這使得教育與就業市場的銜接變得更加靈活 [5]edtechinnovationhub.comETIH Innovation Awards: Workforce and Industry shortlist shows education and employment aligning - EdTech Innovation Hub#### Explore the full shortlist You can explore the full ETIH Innovation Awards 2026 shortlist to see the companies and platforms shaping this year’s awards. Winners will be announced on May 11. Featured Data and insights platform StudentCrowd bags £7 million…開啟來源 。透過 AI 輔助內容生成，企業與教育機構能更快速地根據勞動力市場的需求，更新並提供具備產業相關性的學習路徑，從而縮短技能落差 [5]edtechinnovationhub.comETIH Innovation Awards: Workforce and Industry shortlist shows education and employment aligning - EdTech Innovation Hub#### Explore the full shortlist You can explore the full ETIH Innovation Awards 2026 shortlist to see the companies and platforms shaping this year’s awards. Winners will be announced on May 11. Featured Data and insights platform StudentCrowd bags £7 million…開啟來源 。