讓我們在仔細回顧一下
Given 19, 36, 55, 7, can you give an equation that equals 622?
星期四, 2月 27, 2025
星期二, 2月 25, 2025
EX#2
如何繳交作業 How to turn in your homework exercise.
課堂練習的工具
使用 Grok 3
課堂練習繳交期限
Deadline:
1. end of session
2. This Saturday at 23:59
課堂練習繳交方式
Send all the links to TA victorhuang111013@gmail.com and me chang212@gmail.com by email with subject EX#2 [your ID, your name]
1. 使用 Google Scholar 檢查前次作業你所產生報告當中文獻的真實性，將每一篇文獻，逐一輸入Google Scholar，確認是否為真實論文。查核結果建議放在Google Drive 然後把檔案分享出來，提供連結即可
3. Illustrations in SVG
例子
4. 依據你上週的雷射武器報告，製作至少兩個插圖。
限使用 SVG 向量圖，不可使用仍有版權疑慮的 ChatGPT Dalle, 或是 Microsoft Image Creator
班上同學作品(張銘峻)
5. 使用科技英文描述以下圖片並產生動畫（看圖說故事，還記得嗎）
Animate a simple illustration with a light blue background depicting a small white robot (with green accents) at the base of a brown tree trunk or branch. The robot appears to be sawing the branch it's sitting on. sample
6. 計算面積
有些模型(ChatGPT 4o, Claude Sonnet 3.7)以內容比對見長，有些(ChatGPT o1, o3-mini, Grok 3 Think, Claude Sonnet 3.7 Extended)以推理見長，前者類似右腦，後者類似左腦。 計算面積這題並沒有辦法靠內容比對這種直觀法就能得到答案，推理模型會比較適合
建議使用各種AI(特別是有推理能力的)
Claude Sonnet 3.7 Extend
Grok 3 Think
ChatGPT o1
ChatGPT o3-mini
星期一, 2月 24, 2025
AI 作為一種實驗科學
AI 求解在數學上是如上圖在一個複雜非線性函數尋找最小誤差的數學過程，
以這張圖為例
每次答案之所以不一樣是因為AI每次啟動都會給予一個新的起始點
以至於每次最後收斂的誤差最低點都不會一樣
星期六, 2月 22, 2025
River crossing puzzle 3
17 step solution 黃品勛
Why LLM performs poorly with reasoning and planning
Talking to itself
Running into difficulties? Cute
hours? Ha Ha Ha
Code gen (Python)
code gen python A* search for ::River Crossing Puzzle ...
change to js
run js
use React to visualize the steps
I really like ChatGPT o1 reasoning performance.
Monologue is best.
reasoning mode in o1
River Crossing Puzzle 2
我們解決了較簡單的 渡河問題 1，接下來我們來看
渡河問題2 (statement)，Problem via 許元銘
如何驗證結果
Claude solution non-reasoning (incorrect)
ChatGPT o1 solution 1
- backtracking observed
- cannot work independently
- some human corrections required
- overall, it is helpful
ChatGPT fails (4o or o1)
(use Claude to visualize the issue or debug)
Code Gen
Use ChatGPT o1 to generate A* search
4o fails to generate A* search that works
Use Claude second time to generate A*
it takes 15 steps. (thanks to the python code generated by Claude)
心得
打開Sonnet 3.7推理模式
我目前還沒有辦法完全正確渡河
最好的一次用了2:57，錯在第12步，不過是個小失誤，不花腦筋很容易改
至於跑到耗盡token那次4:47，居然沒有給出答案
可以這麼說，這題渡河用 python 寫 A*
可以找到最佳解 15 步
我目前使用所有 no code 方式， 無論 ChatGPT, grok, Claude 各種推理模式，沒有一次能得到完美無瑕的解
River Crossing with Alice and her company (River Crossing Puzzle 1)
Five people - Alice, Bob, Carlos, Diana, and Elena - must cross a river in a small boat. The boat can only hold three people at a time. The following conditions apply:
* Alice refuses to be in the boat with Carlos
* Bob and Diana must travel together if either one is in the boat
* Elena can only operate the boat when Carlos is not present
* At least one person in each crossing must know how to operate the boat
* Only Bob, Carlos, and Elena know how to operate the boat
Infer an efficient plan.
Try ChatGPT o1 reasoning, verified by Claude using REACT (it works.)
晚餐接機大作戰(半導體廠製程排程): Part I Exploring the Problem
半導體工廠中包含各種機台，EUVL,以及備料，封裝（包含CoWoS)
這些製程中發生的排程，如何優化產出（throughput)，減少機台怠機時間，縮短風險路徑（critical path)，以及容許有限度風險不確定性。
Dinner Operation vs. Semiconductor Fab Scheduling Optimization
More to explore
星期五, 2月 21, 2025
「數位共生X師」
Cyborg vs. 「數位共生工程師」(Digital Symbiotic Engineer)
Given 19, 36, 55, 7, can you give an equation that equals 622?
AI 推理：計算面積 **
Illustrations **
最誠實的AI text
星期三, 2月 19, 2025
EX#1
如何繳交作業 How to turn in your homework exercise.
課堂練習的工具
課堂練習繳交期限
Deadline: 1. end of session 2. This Saturday at 23:59
課堂練習繳交方式
Send all the links to TA victorhuang111013@gmail.com and me chang212@gmail.com by email with subject EX#1 [your ID, your name]
1. According to video clip Laser weapons protect aircraft from surface- and air-launched threats. (Video Credit: Lockheed Martin), write a 3000 word report that surveys the latest technology about laser weapons on drone and aircraft defense.
Method 1: Give AI prompts and directly generate. Citations needed. Compile references in the end.
Method 2: How AI can assist quality report writing. Generate outline first. Then generate one section at a time according to the outline. Citations needed. Compile references in the end.
Prepare reports in English.
Using AI-assisted translation, prepare reports in 繁體中文(台灣學術用字)。
2. comprehension test: (your prompt to AI, just copy and paste it)
Prepare 10 multiple choice problems from your report to test comprehension. Generate one problem at a time. Then you request an answer. After you receive one, grade it. Then generate next problem. In the end tell me how many are correctly answered.
3. If you use ChatGPT, share your entire chat including questions and answers.
If you use CLaude, make your answers and scores an artifact and
make your quiz into another artifact.
answers
questions
