Methodological Note: AI-Assisted Content Creation (Hybrid & zero UI)

I am sharing this methodology note to accompany my article on "Hybrid & Zero UI". It details my research process, the tools I used and specifically how I applied AI to structure.

The Tools:

Here is my method based on several complementary artificial intelligence tools.

- Gemini Pro Version :
1. GEM: I created two AI assistants configured with my specific thesis data to act as a research assistant and English language coach.
2. Nanobanana: To generate visuals. 

- ChatGPT via Arnault Chatel framework - Normal version GPT 5.1
1. To understand the instructions for the LinkedIn article
2. To find a solution for SEO and readability: title, core text, legend of image etc.

- Google Docs with AI: utilized to inspire and structure the text

Exploration, Ideas, and Creativity:

To begin, I used the Google Docs AI function to find inspiration for the article's structure and style. However, as this article is directly related to my thesis, my research was primarily grounded in books, expert YouTube channels, and academic documents via Google Scholar, rather than general AI exploration. Most importantly, I created an AI assistant using GEM by uploading my sources. The objective was primarily to verify my thoughts and correct language errors while refining my reflection.

Exploration, Ideas, and Creativity:

To begin, I used the Google Docs AI function to find inspiration for the article's structure and style. However, as this article is directly related to my thesis, my research was primarily grounded in books, expert YouTube channels, and academic documents via Google Scholar, rather than general AI exploration. Most importantly, I created an AI assistant using GEM by uploading my sources. The objective was primarily to verify my thoughts and correct language errors while refining my reflection.

Planning and Organization:

Firstly, I used the ChatGPT created by Arnault Chatel to understand the instructions for this assignment. Then, I used Google Docs to structure my text using AI tools to get structural ideas for my article. However, as it was not based on my sources, I changed every detail manually. AI assistance considerably accelerated my work and allowed me to verify my ideas while minimizing hallucinations. Thus, the time saved allowed me to focus on my thoughts and concentrate more on the quality of the writing.

Writing / Articulation and Advantages

Certain sentences may be detected by an AI detector because I verified the grammar or tone using these tools.

Advantages and limitations: The main advantage of using AI in this work was helping me structure the content before writing. Furthermore, the tool is very effective for checking my language skills and the relevance of my knowledge to the purpose of my article. However, (Limitations): AI often lacks the nuanced "human touch" or specific personal voice required for engaging storytelling.

Ethics, Sources, and Hallucination :

I did not observe any particular hallucination. This is because most of the time, I have used my assistant AI (GEM) configured with my own sources.

Exemples, prompts et interactions: 

• “You are a graphic designer. Make an image based on this PDF I would like to make a visually professional, attractive, creative, but so simple and minimalist image to match my subject "Hybrid UI and zero UI" focus, only the important image and necessary, inspired by Instagram influencer "bilder.ai.prompt", intuitive image.” 

• “You are now an English coach, also a C-level manager in marketing. Based on my resources, I'd like to write a business article on my LinkedIn page. Correct my grammar if it's necessary.”
  

• "Verify my English grammar without changing the tone of my text", “you are a pro SEO specialist and marketing: propose me and prove it why with the examples for a short meta description to solve SEO based on this PDF.”
  

Écrit par Yuna Dayeong KIM