Mastering ChatGPT: When I Had AI Write My Blog, It Was a 'Hallucination Festival'.
Recently, more people are using ChatGPT to write their blogs.
The high writing ability of AI can significantly increase an author's blog productivity. However... there are three conditions for using it effectively.
The firstis to carefully examine whether the generated article truly reflects your intentions, and if you feel even the slightest sense of discomfort, do not compromise and revise it thoroughly.
The secondis to see through AI hallucinations (when AI lies) and not be misled by pleasant-sounding expressions or words. Detect anything that differs from the facts and never compromise.
The thirdis to solidify what you want to convey before utilizing AI.
1. When I had AI write my blog, it was a hallucination festival
I currently have 269 articles.
They all contain my thoughts and feelings, and they are the essence of who I am.
So, I uploaded my 269 articles as a PDF to the Knowledge section of ChatGPT's GPTs, and
"I'm thinking about the difference between knowledge and wisdom, and how to use wisdom to achieve results. Please learn from my past articles and write an article with the following structure: XX."
When I asked this, the following article was created.
[Blog post written by GPTs] Original text
Theme: The difference between knowledge and wisdom, and how to connect them to results
Have you ever felt frustrated because you couldn't immediately put new knowledge into practice? For example, you might have read a business book and tried to use an idea you thought was 'the one,' but it didn't go well. As a result, the learning you worked so hard for doesn't get used, and time just passes by.
Clarifying the problem addressed in this blog
In this blog, I would like to think about 'how to put knowledge into practice and turn it into wisdom.' Many people struggle because they cannot effectively utilize the new information and skills they acquire. In today's information-overloaded world, just having knowledge is not enough; it is important to know how to utilize it and connect it to results.
Formulating a hypothesis as to why such a problem occurs
First, why does this problem occur? The following three causes can be considered.Inability to select information - In an age where vast amounts of information can be obtained from the internet and books, it is difficult to determine which information is truly valuable.
Lack of an environment for practice - Because there are no opportunities or environments to try out new knowledge, motivation drops before you can even practice.
Lack of feedback - Even if you practice, you don't get appropriate feedback on the results, so you tend to continue without seeing a direction for improvement.
Selecting the problem that should be solved fundamentally from multiple hypotheses
From these hypotheses, a fundamental problem is that 'there is a lack of a systematic approach to turning knowledge into wisdom.' It is important not just to acquire knowledge, but to practice it, verify the results, and improve. By systematically performing this process, you will be able to effectively utilize the knowledge you have acquired.
Specifying concrete actions and solutions to solve the problem
So, what specific actions should you take? I propose the following five steps.Organizing information and setting priorities - It is important to organize the information you have acquired and determine what is truly necessary for you. To do this, select the information and set priorities.
Starting with small practices - Before tackling large projects or goals, start with small practices to accumulate successful experiences and build confidence.
Creating an environment to receive feedback - By receiving feedback from colleagues, superiors, and mentors, you can confirm how effective your practice was and find areas for improvement.
Reflecting on and recording learning - By recording what you practiced and the results you obtained, and reflecting on them regularly, you can visualize the process of knowledge turning into wisdom.
Continuous improvement and adaptation - Based on feedback and reflection, always find areas for improvement, reflect them in your practice, and adapt to changes in the environment.
Summary
To put knowledge into practice and turn it into wisdom, a systematic approach is necessary. By repeating the process of organizing information, starting practice, receiving feedback, recording learning, and continuous improvement, you can effectively utilize knowledge and achieve results. Please try this approach yourself. You should be able to feel that you will definitely get results.
When reading the article, it says things that sound plausible and relatable, but it's an article that makes you want to ask,'Are you really reading my blog? Hey, ChatGPT?'It is a parade of
hallucination festivalsindeed.
2. When I tried to make an AI that never lies, it became my alter ego (bot)
By using a mechanism called GPTs in ChatGPT, you can have AI learn from PDF files and generate answers based on them.
However, how seriously the AI refers to the PDF file depends on the AI. We users don't really know the truth. This is the root cause of hallucinations.
So, I created a way to avoid hallucinations almost 100%.
Simply put, it is a method of creating an index file by assigning index numbers to important words from 279 PDFs, and finding parts related to the user's question.
This is called RAG (Retrieval-Augmented Generation).
For example, I ask the AI a question like this:
'Tell me about the difference between knowledge and wisdom, and how to connect them to results.'
Then, it directly accesses the 279 index files, finds related keywords, and the AI generates the text.
As a result, a blog was generated with almost no hallucinations (AI lies) like the following.
After that, if I brush up the phrasing and correct the structure, it will be content that I won't be ashamed of as my blog post.
[Blog post written using RAG] Original text
Theme: The difference between knowledge and wisdom, and methods to connect them to resultsHave you ever experienced this, readers? You read many business books and feel like you are absorbing knowledge, but you feel you cannot apply that knowledge in your actual work. Even when you try to use what you have learned, it just does not go well. This may simply be because you have not been able to convert knowledge into wisdom. This time, let's clarify the difference between knowledge and wisdom and think about methods to connect them to results.
1. What is the difference between knowledge and wisdom?Knowledge is an accumulation of information and concepts. This is something obtained by reading books or attending lectures. For example, the knowledge that "it is important to cycle through the PDCA cycle to succeed" is general information talked about in many business books and seminars.
On the other hand, wisdom is the ability to actually master that knowledge and make appropriate judgments and actions according to the situation. While knowledge tells you "what to do," wisdom guides you on "how to do it." Wisdom is something obtained through actual experience; it is not merely an accumulation of information, but the application and insight based on it.
2. The process of knowledge turning into wisdomSo, what should you do to turn knowledge into wisdom? The following steps are effective.
Organizing knowledge: First, let's organize the knowledge you have learned. It is important not just to stuff it into your head, but to clarify what is important. For example, if you organize what you have learned using a framework of "What happened," "Why it happened," and "How to do it," your understanding will deepen.
Practice and feedback: It is important to try out knowledge in actual work. Then, look back on the results and analyze what went well and what did not. By repeating this feedback loop, knowledge gradually becomes your own and turns into wisdom.
Sharing and discussing with others: Sharing the knowledge you have learned and the experience you have gained with others and discussing them allows you to gain new perspectives and insights. This is also an important process for turning knowledge into wisdom. By receiving feedback from others, you can find areas for improvement that you did not notice yourself.
3. Concrete methods to turn knowledge into wisdomAs concrete methods to turn knowledge into wisdom, there are the following points.
Take notes on what you have learned: By taking notes on important points and what you have learned, it becomes easier to look back on them later. It is effective to organize notes by dividing them into "What," "Why," and "How."
Reflect regularly: Set aside time once a week to reflect on what you have learned and practiced. This makes it easier for knowledge to stick.
Accumulate small success experiences: By accumulating small success experiences, you gain confidence and your motivation to utilize knowledge increases. For example, methods such as sharing with your team what you were able to improve using new knowledge can be considered.
4. Achieving results using wisdomTo achieve results using wisdom, it is first important to understand your own strengths and characteristics. Utilize your areas of expertise and skills to create a concrete action plan. By practicing knowledge and accumulating success experiences, wisdom deepens further, and gradually leads to greater results.
Also, to utilize wisdom, flexible thinking is important. By having the flexibility to change your approach according to the situation, you can utilize knowledge more effectively.
SummaryGaining knowledge is important, but that alone is not enough. Only by going through the process of turning knowledge into wisdom does it become useful in practice and lead to results. By organizing knowledge, practicing it, and receiving feedback, you too will be able to use wisdom to achieve great results.
Now, let's put what you have learned into practice starting today and turn knowledge into wisdom. That accumulation should surely lead to results.
3. Writing blog posts with AI
What I wanted to convey today is that when writing blog posts with AI, hallucinations are unavoidable.
If you read an article written by AI and think, "Huh? Something is off," you need to either thoroughly revise it or build a personal RAG system to construct a mechanism where hallucinations absolutely do not occur.
What do you all think?
In the next article, I would like to talk about how to build a RAG system.
