AI TK：學習模組一：AI 核心素養與技術辨識：指標4、5-張昊銘製作

AI 素養定義：包含對 AI 進行批判性評估、協作，並將其視為輔助工具的綜合能力 。 技術辨識：AI 工具具備「生成式」特徵（如產出新內容、邏輯引導），而非僅能執行固定算法 。 評估三大維度：行政效率：自動化產出教案與測驗 。 學習適性化：依據學生程度提供個人化路徑 。 情感支持：營造無壓力、降低數學焦慮的環境 。 教師角色與風險角色轉型：教師應成為「學習導學者」，以專業判斷驅動教學，技術僅是工具 。 實作建議：所有 AI 產出內容均須經教師「人為校準」，以防範數學幻覺 。 防範外包：調整評量方式，增加口說與探究活動，培養學生批判性思維 。 參考資料 Calvino, F., Reijerink, J., & Samek, L. (2025). The effects of generative AI on productivity, innovation and entrepreneurship (OECD Artificial Intelligence Papers, No. 39). OECD Publishing. Kim, J. (2025). Perceptions and preparedness of K-12 educators in adopting generative AI. Research in Learning Technology, 33. Long, D., & Magerko, B. (2020). What is AI Literacy? Competencies and Design Considerations. CHI '20: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, 1–16. https://doi.org/10.1145/3313831.3376727 UNESCO. (2023). Guidance for generative AI in education and research. World Economic Forum. (2024). Shaping the Future of Learning: The Role of AI in Education 4.0. 教育部. (2025). 中小學數位教學指引 3.0 版. Code.org. (n.d.). How AI Works | Free Video Series. https://code.org/ai/how-ai-works Common Sense Education. (n.d.). Advice Articles & Tips. https://www.commonsense.org/education... Google for Education. (2025). Generative AI for Educators with Gemini. https://edu.google.com/intl/zh-TW/wor... ISTE+ASCD. (n.d.). Artificial Intelligence in Education. https://www.iste.org/areas-of-study/a... MIT Media Lab. (n.d.). Overview: Primary School AI Education. https://www.media.mit.edu/projects/pr... EDUCAUSE. (2024). SCENARIOS - 2024 EDUCAUSE Horizon Report | Teaching and Learning Edition [Video]. YouTube. EDUCAUSE. (2024). TECHNOLOGIES - 2024 EDUCAUSE Horizon Report | Teaching and Learning Edition [Video]. YouTube. EDUCAUSE. (2024). TRENDS – 2024 EDUCAUSE Horizon Report | Teaching and Learning Edition [Video]. YouTube. TED. (2023, May 1). How AI Could Save (Not Destroy) Education | Sal Khan | TED [Video]. YouTube.    • How AI Could Save (Not Destroy) Education ...   Tobi's Developer Corner. (2024). Multimodal GenAI Models Explained [Video]. YouTube.