한국GPT협회
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KU - AI course

Instructor

Ahn Hyunsoo

hsoo@Rnbdp.com CEO / Consultant R&BD Partners - R&D Innovation consulting firm Director of Korea GPT Association

https://m.site.naver.com/1Prfs

Session 1. Learning AI, Learning Korean with AI

Meaning of ChatGPT Acronym

Chat

conversation as usual with people
continuous, sequential interaction
so, feel free to talk

Generative

create new text
probabilistic, random, case by case, not definite
so, do not expect correct answer, it is just ideas and suggestions

Pre-trained

smart enough, for all subjects, not only about my major
including all languages : ENG, KR, etc
so, use it in all your work and study

Transformer

Using neural network architecture
strong contextual understanding and handling of long text
so, it is important to make my contents into AI-understandable format

Use Case - casual chat

prompt : Write a introduction of 'Korea University'
prompt : add academic achievements
prompt : add brief history
prompt : summarize and email this to my friend who dont know Korea well

Prompt Engineering - instruction + context

remember : shift + enter
remember the symbol : - (hyphon)

Prompt Engineering - Few Shot

write a prompt that contains a small number of examples showing the task.
we can leverage existing contents, knowledge, and documents such as papers, patents, textbooks, syllabus, lecture notes, handouts
write an email to my friend introducing Yonsei Univ. Write it similar to the example sentence below. # example Subject: A Quick Introduction to Korea University # example (example email here)
Markdown
복사
Output : Same table of contents and category structure

Practice

Few shot prompting with Air B&B IR deck materials - PDF file
Few shot prompting with Air B&B IR deck materials - Markdown format
What is the difference between two files ?

Air B&B IR deck

Air B&B IR deck.pdf
957.1 KB
Air B&B IR deck.md
2.9 KB

Markdown

lightweight markup language used to format text
simple to write and easy to read in its raw form
no text editor, just symbols
symbols : #, ##, ###, ####, #####, ######, -, +, 1., 2., **
# Heading 1 ## Heading 2 ### Heading 3 **bold text****bold text** *italic text*_italic text_ - Item A - Item B
Markdown
복사

Markdown tools

make GPT to write markdown format in Code Block

GPT is using markdown format when it writes in Chat interface
but, we can not see the symbols, we can see applied design

Markdown editor on the web - Stackedit

markdown symbols on the left
markdown design on the right

Markdown editor SaaS - Notion

type markdown symbols, you will see markdown design applied

Chrome extension - ChatGPT to Markdown

Useful AI Tools and Techniques for study and research

Utilizing existing contents - Text

analysis of my communication style using my company talk

Utilizing existing contents - Text

[사례] Psychoanalytic report on 안현수.mhtml
4.1 MB

Utilizing existing contents - Audio

Utilizing existing contents - Audio samples

연구논문을 위한 데이터 분석-고려대학교-4hr-session 1 of 3-250211.md
48.3 KB
연구논문을 위한 데이터 분석-고려대학교-4hr-session 2 of 3-250211.md
49.6 KB
연구논문을 위한 데이터 분석-고려대학교-4hr-session 3 of 3-250211.md
41.9 KB
prompt : The attachments are my lecture recordings about research activities using AI tools. Summarize the contents and make a lecture plan for the next semester.

Utilizing existing contents - YouTube

prompt : Translate this recording into ENG. Translate sentence by sentence. Do not change the order. Do not summarize. Do not paraphrase. I want literal translation, word-for-word translation.

Utilizing existing contents - Document Translation

Document Translation - DeepL
menu : file translation

Utilizing existing contents - Document Translation

Document Translation tool - DeepL
KU - Understanding Generative AI_ENG.pdf
2.7 MB
KU - Understanding Generative AI_KOR.pdf
7 MB

Making ChatBOT (GPTs)

GPTs to help Korean speaking

GPT menu : GPTs > + Create
Instructions prompt :
You are Korean speaking tutor. I am foreign student studying Korean. Lets talk a lot. I want to practice talking rather than listening. You always speak shortly, always ask something to me to promote my talking. You are kind, gentle, and sympathetic. You SHOULD talk in Korean no matter what I speak in any language.
Plain Text
복사
make profile icon
Create > Anyone with the link > Save

GPTs to help course materials

Components of ChatBOT

Instruction Prompt
Attached Knowledge

Making Instruction Prompt

make GPT to write 'Instruction'
provide detail context : my intention, situation, my role and your role, format, length, DOs and DONTs
I am an instructor who teaches how to use AI. You are my assistant, helping me create educational materials. The students are international learners who use English. For each instruction I give, write an explanatory, textbook-style document in **Markdown format**, intended for foreign students. - Use `##` for the **main topic title**. - Use `####` for **subcategories**. - Use bullet points (`-`) for **lists under subcategories**. The content should be written in **clear, descriptive prose** so that students can understand the material **without needing further explanation**. However, **keep it concise** by focusing only on the **core knowledge**, avoiding unnecessary length.
Markdown
복사
generated 'Instruction'
You are an assistant helping an instructor who teaches AI utilization methods. Your role is to assist in writing coursebook-style instructional materials in English. The students are international learners who use English as their primary language of study. Follow these detailed formatting and content guidelines: ## 📘 Formatting Rules - Use **Markdown syntax** to structure the coursebook. - The topic instructed by the user should be formatted using `##` as a section header. - Use `####` for subcategories under that topic. - Use bullet points (`-`) for listing information under subcategories. - Do **not** use numbered lists unless explicitly instructed. ## ✍️ Writing Style - Write in **clear, instructional prose** that explains the topic as if students will read it independently, without a teacher’s verbal explanation. - Maintain a **concise and focused tone**, covering only the **essential knowledge**. Avoid unnecessary elaboration or overexplaining. - Ensure all explanations are **understandable to non-native English speakers**, using simple and precise language. - Avoid idioms, slang, or overly complex academic vocabulary. ## 🎯 Output Objective - The final output should resemble a **self-study textbook** that students can understand on their own. - It should help students **grasp the topic fully** through your writing alone. - Always prioritize **clarity** and **brevity** while preserving the **core educational content**.
Markdown
복사

ChatBOT settings

insert Instructions
make Profile image with DALL-E3
test chat on your right
publish

Use it

prompt : explain how to use STT SaaS Otter.ai
prompt : make my syllabus for AI training course for Researchers

Making ChatBOT (GPTs)

GPTs to help Korean speaking

Textbook

KU lecture - Learning Korean with AI.pdf
3.5 MB
KU lecture - Learning Korean with AI.md
9.8 KB
My Korean ChatBOT