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 , ChatGPT 5.2， 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, 3/10/2026 Machine Learning for Asset Management

• Portfolio Management
• Financial Skills

3/24/2026 Reasoning and Visualization

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

A* Search and Visualization

• 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)

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

4/7, 14 Prompts for Accuracy and High Achievement (I)

• Advanced Prompts

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

Design

• Floor plan 
• 3D tour

5/5 Prompts for Accuracy and High Achievement (III)

Engineering

• Blue LED
• Simulating Laser
• Leap 71

5/12 Prompts for Accuracy and High Achievement (IV)

Science

• AI for Scientific Discovery
• AI weather prediction
• Water phase transition
• Tofu
• Fluid Singularities

5/19 AI for naturalistic modeling

• Fractals

5/26 AI for 3D Modeling

• Geological evolution of Taiwan

6/2 How to scale up: Compound Artifacts

• 如何合成複雜創作 

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