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 4.6 , 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 AI and You

• Opening Remarks
• Where is AI going to? AI RoadMap (Anthropic), Impact on software
• AI Platforms & Variations

3/3/2026 Reasoning, Search and Visualization

catch up (Claude 知識遭遇蒸餾事件)

• AI Basics (English)
• Chain of Thought, Make your AI powerful
• Search Algorithms: A*, BFS, Dijkstra
• River Puzzles  (Pz 1, Pz 2, Pz 3) by Chain of Thought vs. Search Algortihms

 3/10/2026, 3/24/2026 Circuit Design and Visualization

• AI for IC Design,  PCB Design
• IC Circuit Optimization (PLL, LNA, OP)
• Case Study: Apple C1 Modem

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

• Outline
• Case Example
• World Models vs. LLM/VLM
• 閱讀：Programming in the AI era (ppt)
• 閱讀：AI Architecture and Challenges (ppt)

4/7

• LLM Agents

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)

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

Engineering

• IC Fab Line
• Blue LED
• Simulating Laser
• Leap 71

5/12 

• AI for Scientific Discovery

5/19 Machine Learning

• Reinforcement Learning

5/26 Machine Learning for Asset Management

• Portfolio Management
• Financial Skills

6/2 AI for naturalistic modeling

• Fractals

AI for 3D Modeling

• Geological evolution of Taiwan

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

AI時代求職建議(大學生如何提升可雇用性 )

學習ＡＩ就從今天開始

當人工智慧遇上 IC 設計與電子學 

Multi-agent Programs

Semiconductor Industries 

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

Anthropology

• Human migration

Design

• Floor plan 
• 3D tour

Biology

• Cat coat colors: 貓的花色遺傳模擬
• 生物呼吸中的量子效應互動模擬