場域應用與服務設計

Tuesday, October 14, 2025

HW#6 Smart AI

任選2題

1. Try smart search. Prompt AI models to generate A* search Algorithm

A* search

2. for 推理模式 special topic Smart Dog Ball Retrieval

A* search tree

Build an animation of A* search tree based on A* template

3. 搶救感恩節晚餐大作戰講義題目

Plan a feasible schedule. Then verify the schedule. Then visualize your results.

繳交範例

ChatGPT validation, A* Macro*, Visualization

Claude validation, reasoning*, Viz

檢查你的感恩節計畫是否正確

Use validator to check up the plan

validator

如果你希望驗證結果可輸出為app

1. 先進入 validator

2. 按下右上方 customize 鍵

3. 接下來的操作步驟

4. 結果輸出為app

可使用狀態圖(State Diagram)，看板圖 (Dashboard), 流程圖(Flow chart) 進行視覺化

(interactive timeline)

flow

Hint

優化解可以達成所有人四點前到家

Ｈint

如果你要使用現成版型(artifact type) 做行程視覺化，步驟如下

0 找到版型程式（工程圖下方連結）

1 按介面右上方 customize 鍵

2. 輸入你的文字版時間排程
3 得到專業工程圖

Monday, October 13, 2025

Make AI smarter (P3)

Puzzle 3

macro thinking in A*, tree search animation shared, animation artifact

Puzzle 3

macro thinking in A*, viz (brief)

Make AI smarter (P1)

Puzzle 1 viz

Make AI smarter (Dinner Operation)

Dinner Operation A* macro thinking

Wednesday, October 08, 2025

Solving Electronics

AI for solving amplifier electronics (課堂講義內有參考解答)

建議工具

使用 Claude Sonnet 4

使用 ChatGPT 5

使用 Gemini 2.5 Pro 免費額度最高 1M tokens

使用 Grok 4

strategy

solve for gain

do not ignore bias current

calculate miller effect

calculate poles for lower cut off

calculate poles for higher cut off

plot bode plot gain vs. Hz

plot bode plot phase vs. Hz

1. Solve for the gain.

source

2. Solve for the gain.

source

schematic

Gemini 2.5 Pro for s-stage amp, Freq Response

Claude Sonnet 4.5 Freq resp (all in one) staged

3. solve for the gain

(source)

以上參考答案

(1) -4 (2) 8513 (3) -165 答案誤差10%以內都是正常的

4. Design a two stage amplifier using bjt.

the first stage is class A. the second is class AB. freq response cut off at 10Hz and 25 KHz

Make AI smarter (Smart Dog Ball Retrieval)

endgame

化繁為簡思維鏈 (chain of thought)

深謀遠慮 RL(reinforced learning)

推理模式 special topic Smart Dog Ball Retrieval

Build an animation of A* search tree (artifact) based on A* template

Search Tree based on A* as heuristic (guidance)

Supplemental

A* as heuristic (guidance)

Tuesday, October 07, 2025

A* as heuristic (guidance)

Model Smart Dog Ball Retrieval as a search problem.

We can use A* to get a solution.

今天我們在課堂上提到深謀遠慮
(Reinforcement learning) 是AI 能夠聰明推理的主因

茫茫大海中，A* 就常常被用來指引 AI 的推理要往哪個方向前進
不至於盲目搜尋（brute force)

A* 演算法不一定總是得出最佳解，但這題A*剛好可以得到最佳解

A* modeling, animated

Optimal solution by A*

pruned by A* (illegal state)

Build an AI App

製作可自動依據計畫繪製流程圖的 AI API

製作卡路里與營養分析App，輸入一張食物照片即可分析營養成分

Blogger HTML Fixer

HW#5 推理模式

繪圖，動畫: 建議使用 Claude Sonnet 4

推理，複雜問題: 建議使用以下

使用 Claude Sonnet 4 extended thinking 付費版

使用 Gemini 2.5 Pro 免費額度最高 1M tokens

使用 ChatGPT 5

使用 Grok 4

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#5 [your id, your name]

How to share a Claude link

How to share a ChatGPT link

How to share a Grok link

How to share a Gemini link

策略思維

任選2題

1. Solve Smart dog ball retrieval and animate your solution process

2. Given 1,2,3,4,5,6 can you give an equation that equals -38? If you got a correct answer, ask how AI made it. If not, ask AI why it failed. 請分析ＡＩ解題策略（推理，直覺，蠻力，內建程式演算...)，如果有錯誤，原因是什麼？

3. 計算面積