Chain of Thought

• Chain of Thought vs. Cognition (concepts in slides with 3 IC design examples)
• 20 Person River Crossing
• Sonnet 4.6 vs. Extended Version, 2/2

HW#1 Use AI Professionally

 

建議工具

使用 Claude Sonnet 4.6 推理模式(手動切換，免費用戶額定時間內只能使用三次)

使用 ChatGPT 5 推理模式(自動切換)

使用 Gemini 3.0 Pro 免費額度最高 1M tokens (永遠推理模式)

使用 Grok 4 推理模式(自動切換)

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課堂練習 

Deadline: This Saturday at 23:59

Send all the share links to  me chang212@gmail.com by email with subject HW#1  [your id, your name]

How to publish a Claude artifact

How to share a ChatGPT link

How to share a Grok link

How to share Gemini Link

Content share 作業繳交格式

• share only link, pure text, markdown (md)
• no attachments accepted, no html, screen dump, or png
• non-compliant homework will be rejected and returned to you

任選一題

1. 

(a) Solve River Puzzles  (Pz 3, Pz 20) by Chain of Thought and Visualize the process

(b) Verify each step not violating constraints and correctness.

2. Comparing LLMs: Claude 4.6, Gemini 3.0 Pro, ChatGPT 5.0 (三選二) for the following task.

Animate in 3d (in three.js) Yagi-Uda Antenna, AI pipe inspector, or things you choose. （擇一）

The animation must be scientifically accurate. 

3. With the following circuit and its Bode plot

textbook approximations

Think about the prompt used to generate the Bode plot. Why there is level off at high frequencies?

Hints

• Reasoning/Think/Extended Thinking Mode of the AI platform you use may be required for all the problems here
• Pz 3 solutions on various platforms
• Experiments on Pz 20 

River Crossing 20

 problem

manual solution with self correction

BFS Complexities

When Manual Goes Wrong

animation 3d

Chain of Thought, Animation of thoughts, not solution

(包含問題分析、每個嘗試的死路、突破點、逐階段的約束驗證，以及最後的最優性證明和經驗總結。)

AI Platforms & Variations

 

• AI Animation比較 Claude vs. Gemini
• Opus vs. Sonnet

AI Basics

 最好的程式語言 (Python? JavaScript?)

Prompt in English vs. Traditional English, 提示使用英文的策略

為什麼我的AI跟你不一樣 factors, basic skills, advanced skills

Open Remarks

JEPA World Model (scenarios)

 LNA IC Design

Portfolio Agents, roles

Trading

使用 Claude agent 回測 2025 

MSFT

AAPL

Google 

相較於 buy & hold
Agent 的表現
MSFT -1%
AAPL +22%
GOOGL +18%

Case Example: World Model for Artificial General Intelligence (AGI)

 (scenarios)

VLA vs. JEPA illustrated (Vision-Language-Action Model)

JEPA, an Introduction (slides in html)

Case Example

 

JEPA Visualization vs. DQN

How the algorithm works and what the architecture looks like. 

JEPA learning

閱讀：JEPA issues within specific examples (html)