打造最強 AI 家教
重新定義未來的學習
Build the Ultimate AI Tutor
Redefining Future Learning
第一屆 Teaching Monster 挑戰賽：尋找能深刻理解人類學習需求、生成適性化影音教材的頂尖 AI Agent。
The 1st Teaching Monster Challenge: Seeking the top AI Agents capable of understanding learning needs and generating adaptive educational videos.
競賽宗旨 Mission Statement
「生成影片」不等於「有效教學」。
我們正在尋找具備 學科教學知識 (PCK) 的 AI：它不僅要懂知識，更要懂「如何教」。 從拆解概念、建立鷹架 (Scaffolding) 到差異化教學，挑戰 AI 在教育領域的極限。
"Generating video" is not "Effective Teaching".
We are looking for AI with Pedagogical Content Knowledge (PCK): An agent that understands not just the "What", but the "How". From deconstructing concepts and scaffolding to adaptive learning, we challenge the limits of AI in education.
挑戰任務與規則 Tasks & Rules
🎯 核心任務 🎯 Core Task
開發一組 AI Agent，透過 API 接收「學習需求」，全自動生成 人工智慧 / 機器學習 領域的英文教學影片。
- 輸入：主題 (Topic) + 學生背景 (Persona)
- 輸出：教學影片 (MP4) + 輔助教材
- 限制：30分鐘內完成、全自動無人介入
Develop an AI Agent that takes "Learning Needs" via API and autonomously generates an English educational video on AI / Machine Learning topics.
- Input: Topic + Student Persona
- Output: Educational Video (MP4) + Supplementary Materials
- Constraint: < 30 mins generation time, fully autonomous.
📝 評分標準 📝 Evaluation Criteria
由「AI 學生」與「人類學生」共同評比，決賽由大學教授親自驗收。
Judged by both "AI Students" and "Human Students", with finals reviewed by Professors.
零幻覺、引用規範 Zero Hallucination
教學鷹架、敘事連貫 Scaffolding, Coherence
感知學生程度 Context Awareness
多模態一致、有趣 Multimodal Delivery
賽程規劃 Timeline
🚀 系統上線 & 壓力測試 🚀 Launch & Stress Test
釋出首波 20 題，由「AI 學生」提供自動化評測報告，協助團隊優化模型。
First 20 topics released. "AI Students" provide automated evaluation reports to help teams optimize models.
⚔️ 人類學生競技場 (Arena) ⚔️ Human Student Arena
進入 Blind Test 階段，由真實人類學生進行二選一評比 (Win/Loss)，選出前三名。
Blind Test phase begins. Real human students vote on videos (Win/Loss) to select the top 3 teams.
🏆 教授專家總驗收 🏆 Professor Review
頂尖教授出題，限時挑戰高難度教學場景。最終於 6/26 舉辦成果發表會。
Top experts pose challenging teaching scenarios. Final winners announced at the workshop on June 26.
主辦單位 Organizer
台灣大學人工智慧頂尖研究中心 (NTU AI-CoRE) National Taiwan University AI Center of Research Excellence (NTU AI-CoRE)
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