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
• AI Basics (English)

3/3/2026 Reasoning, Search and Visualization

• Chain of Thought with Example, Make your AI powerful
• Constraints,  Visualization on energy landscape
• Search Algorithms: A*, BFS, Dijkstra
• River Puzzles  (Pz 2, Pz 20) by Chain of Thought vs. Search Algortihms
• BFS/A* Scalability: 8 vs. 20 persons

 3/10/2026, Circuit Design and Visualization 

• Case Study: Apple C1 Modem: Visualization of Optimizing Die Design

 3/24/2026 Circuit Design and Visualization (ToC)

• RF IC Circuit Optimization (PLL, LNA,  etc.)

 3/31/2026 Analog IC Design and Visualization (ToC)

• Circuit Design Optimization
• Analog IC Design

 4/7/2026 

• AI for PCB Design

4/14/2026, 4/28 World Model for Artificial General Intelligence (AGI)

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

4/21 期中考週停課一次

5/5 

• LLM Agents

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

• Advanced Prompts

5/19 Prompts for Accuracy and High Achievement (II)

5/26 Prompts for Accuracy and High Achievement (III)

Engineering

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

6/2 

• AI for Scientific Discovery

6/9 Machine Learning

• A* vs RL
• Reinforcement Learning

6/16 Machine Learning for Asset Management

• Portfolio Management
• Financial Skills

6/23

期末考周停課

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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