張耀仁

星期六, 9月 27, 2025

晚餐接機大作戰: Part II A* (Thanksgiving)

Scheduling Parallelism in Plans problem (Eng) (from source)

Generate Python code base

using such as A*, BFS, Dijkstra, ...

or let AI make its decision

To run Python, use Google Colab

Visualize results as Python can generate complex states (步驟參考)

ChatGPT Python*, Colab, Visualization，Python*- Colab，Python** Colab，Python** Colab

Claude Python Colab Visualization，Python Colab＊ＭＩＬ Colab Viz

Gemini 2.5 Pro & Grok 4 Colab

最佳解最高的平行度，throughput 高，idle time 減少，critical path 短

次佳解因為James 似乎太奔波了，剛從機場回來，馬上得回去剛才的機場接人

在工廠等於也就是機器人來回運動，但是沒有產出

次佳解 Sarah 好忙，先烤火雞，換手給機場回來的 James，然後去機場接Emily，James 接手烤火雞，idle time 過長，而且造成沒有必要的 switchover

Merge diagrams in a synchronized dashboard

狀態圖(State Diagram)

(interactive timeline) artifact state diagram

(interactive timeline) artifact map version

state diagram with aligned timeline

State diagram with sync timeline (map version)

看板圖 (Kanban)

(interactive timeline)

流程圖(Flow chart)

(interactive timeline) artifact state diagram

flow

dashboard

星期五, 9月 26, 2025

Solving river crossing puzzles

版型

星期三, 9月 24, 2025

EX#3 AI for Constrained Optimization

課堂練習

Deadline: This Saturday at 23:59

Send all the share links to me chang212@gmail.com by email with subject EX#3 [your id, your name]

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

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

A* search

A* synced with animation

星期四, 9月 18, 2025

推理模式研修題

Devise a strategy for the dog in the picture to retrieve its ball that fell into the pond without getting its body wet, with no humans nearby to help."

This is a problem-solving or creative thinking exercise asking someone to come up with a plan for how a dog could get its ball back from water without getting wet and without human assistance.

Animate your strategy in svg or in 3d.

1. 方法必須合乎常理(例如狗不能飛，不會使用打撈網)

2. 需排除幻覺，不可使用畫面中不存在的器物

3. 答案必須滿足題目中的規定，例如狗在完成目標取回球的過程中都不可弄濕自己

3. 答案除了文字敘述，必須搭配動畫呈現(漫畫，影片亦可)

LLM 有兩種模式推理 vs. 直覺，你用對了嗎?

research

星期三, 9月 17, 2025

晚餐接機大作戰 (Thanksgiving Dinner Scheduling)

Motivation

Logic Circuit Design

TSMC Fab

晚餐接機大作戰Scheduling Parallelism in Plans problem (Eng) (from source)

SVG

LLM 遭遇多個限制條件的複雜問題

專注力模型

Comparison of LLMs

Claude Opus 4.6 optimal (visualizing how AI thinks)

Gemini 3.0 Pro 推理，optimal

ChatGPT 5, end results 流程圖 feasible, not optimal，＊

Grok 4 ，end results 流程圖＊

Visualization

Decision Tree (share)

location-based time-evolving diagram (space-temporal transformation ), minimalist

animation on map (national & local) share

Advanced visualization with backtrack included and transit animated (Data visualization techniques)

______________________________________

history

Gemini 2.5 Pro 推理，Claude Sonnet 4 流程圖 feasible, not optimal，*

Claude Sonnet 4 直覺模式流程圖，no feasible

Claude Sonnet 4 推理模式 (extended thinking)，流程圖 no feasible，＊

EX#2 Reasoning vs. non-reasoning AI

本次作業講義

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

課堂練習

Deadline: This Saturday at 23:59

Send all the share links to me chang212@gmail.com by email with subject EX#2 [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 Gemini Link

1. 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？

2. 搶救感恩節晚餐大作戰講義。題目不用做

3. 計算面積