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)

• Follow up of HW#3

 3/31/2026 RF IC Design and Visualization 

• Follow up of HW#4 EM performance 
• RF IC Circuit Optimization (LNA)

4/7/2026 Analog IC Design and Visualization 

• Circuit Design Optimization (2-stage amp, AB, Diff Pair)

 4/14/2026 Analog IC Design and Visualization (P&R of op741)

• IC Placement & Routing slides
• Analog IC Design (P&R op741)

4/21 期中考週停課一次

4/28/2026 AI Tool Decision 

• cowork vs. chat
• py & bash execution tool use & container
• cowork vs openclaw

5/5/2026 RF IC Design and Visualization (Introduction to RF PA Driver)

• Recap of Circuit Design slides
• Introduction to RF Amplifier (projector friendly)
  
• Numerical Methods behind the RF Driver-Advanced level, English only (projector friendly, popular science, zh)

5/12/2026 RF IC Design and Visualization

• RF PA Driver IC Design Roadmap slides(entry level, entry level & proj friendly)
• TSMC N3E/N4P RF PA Driver Design, TSMC N4P Stacked-FET RF Driver Topology,  (2-stage RF PA Driver)-Load-Pull

5/19 Placement & Routing 

• P&R for 2-stage RF PA Driver
• Modern Placement Algorithms
• SWERV RISC IC Design (Macro P&R)
• RF IC Circuit Optimization (PLL)

6/2 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)

6/9, 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 

• AI for PCB Design

O/OO 

• AI for Scientific Discovery

O/OO 

• LLM Agents

Semiconductor Industries 

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