健康照護科技專題一： AI 時代的設計與實作 (Syllabus 2026 Spring)

本課程使用 Claude.ai Sonnet/Opus 4.5 Artifact, ChatGPT， Gemini 3 Pro等先進 LLM 工具實作 AI 時代的科技設計。

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2/24/2026 Machine Learning

• Reinforcement Learning

3/3/2026 Machine Learning for Asset Management

• Portfolio Management

3/10/2026 Reasoning and Visualization

• River Puzzles 半導體廠情境 (Pz 1, Pz 2, Pz 3, Pz 4)
• Follow up

3/24 A* Search

• AI reasoning vs. A* search(Pz 1)
• AI reasoning vs. A* search(Pz 3)
• Generate A* search programs for dinner schedule (AI半導體廠製程優化 Part 2)
• A* search for Navigation

3/31/2026 World Model for Artificial General Intelligence (AGI)

• World Models vs. LLM/VLM, VLA (Vision-Language-Action Model)
• Programming in the AI era
• AI Architecture and Challenges

4/7 AI for Game Designing

Games

• 體感洗手練習遊戲
• AI打地鼠遊戲
• 跳舞評分機
• 訊息處理，心智障礙生活輔助 (games for health)

4/14 Prompts for Accuracy and High Achievement (I)

• Advanced Prompts

Science

• AI for Scientific Discovery
• water phase transition
• Tofu
• Fluid Singularities

Engineering

• AI weather prediction
• Blue LED
• Simulating Laser
• Leap 71

4/21

期中考週停課一次

4/28 Prompts for Accuracy and High Achievement (II)

Biology

• Cat coat colors: 貓的花色遺傳模擬
• Arthropod Anatomy Atlas (share), Arthropod Appendages
• 生物呼吸中的量子效應互動模擬

Anthropology

• Human migration
• Ancient Languages
• English Origin and History

Design

• Floor plan 
• 3D tour

5/5 AI for 3D Modeling

• Geometry challenges
• Geological evolution of Taiwan
• 真實世界 3d 模型製作

5/12 AI for Environmental Safety

• Hazard detection (環境危害偵測)
• 意外事件預測與模擬
• Home Hazard chain identification and animation (居家危害鏈偵測與危害視覺化)

5/19 AI for naturalistic modeling

• 如何合成複雜創作 How to scale up: Compound Artifacts

• Fractals

5/26 AI for Building Apps

• Build an AI APP

6/2 AI in Daily Life

• 出國行程規劃
• more

6/9 - 6/16 AI for Academic Documentation

• AI 論文寫作與研究創新
• AI 論文寫作 (研究、草稿、潤飾、數據分析)
• 選用模型
• 寫作指南
• 練習: Writing academic papers
• 練習: Enhance Writing by AI 1
• 練習: Advanced Writing by AI 2

6/23

期末考周停課

Semiconductor Industries 

• 極紫外光（EUV）光源, IEEE Spectrum: The Tiny Star Explosions Powering Moore’s Law
• Lithography