본문 바로가기
스스로 학습/seminar

[ChatGPT 블로그 정리] 99%의 ChatGPT 사용자보다 앞서는 방법

by 지제로사 2023. 4. 24.
반응형

This article is provided by...

Stop doing this on ChatGPT and get ahead of the 99% of its users | by Josep Ferrer | Geek Culture | Apr, 2023 | Medium

 

Stop doing this on ChatGPT and get ahead of the 99% of its users

Unleash the Power of AI Writing with Effective Prompts

medium.com


[0] Stop doing this on ChatGPT and get ahead of the 99% of its users

  • Unleash the Power of AI writing with Effective Prompts
  • have you ever felt frustrated with AI-generated content?
    • you think the ChatGPT output is completely horrible
    • and doesn’t satisfying your expectations?
  • getting quality output from AI writing tools
    • depends heavily on the quality of your prompts
    • by training ChatGPT
      • you can get a personal writing assistant for free!
  • time to discover The art of crafting powerful prompts
  • to make the most of this cutting-edge technology.

[1] Why the bad results?

  • The problem often lies not with the AI itself,
    • but the limitations and vagueness of the input provided.
    • instead of expecting the AI to think for you
    • you should be the one doing the thinking and guiding the AI to perform the tasks you need
  • Bad results?
    • you are feeding ChatGPT poorly written and short prompts
    • and expecting some magical output to happen
      • ”Generate a LinkedIn post about AI for my account”
      • “Suggest me some ideas to write about programming” … etc.
    • you should stop!
    • giving prompts like this, ChatGPT has to make too many decisions
      • which generates some poor output
    • Poor instructions = Poor results !!!

[2] 4 main steps to assess the prompts and results

#1. Understand your needs and requirements:

  • to order something, you first need to know what you want.
    • what you want from the AI
    • why you want it
    • how you want it delivered
  • This clarity will help you create better prompts and enhance the quality of the output.
  • start with standardizing all types of outputs you require from AI.
  • (for examples)
  • “I am starting to be active on my Twitter account – so I would like both tweet ideas and Twitter structures.”
    • Ideas to write tweets for Twitter.
    • Threads structures for Twitter.

#2. Treat AI like a digital intern:

  • imagine you’ve hired an intern
  • you wouldn’t give them only one brief explanation and expect them to do everything great at first.
    • you should provide your AI with a detailed checklist
    • explain the purpose behind the task
    • be open to clarify any doubts the AI might have.
  • “Hey ChatGPT. Write me a Twitter thread about the Google Cloud Platform” 
    • this prompt is way too vague. >> letting an AI too many decisions to make for you.
      • How many tweets do you want?
      • What writing style?
      • What subtopic should ChatGPT emphasize?
      • What is my language tone – friendly, professional..?
  • Always use AI tools to leverage your work – not to substitute you.

 


#3. Create constraints and avoid assumptions:

  • This is the key to the process.
  • To get specific and accurate output >> provide your AI with clear and well-defined information.
  1. A good contextualization
    • what kind of output do you want?
  2. A specific topic
    • with subtopics to emphasize.
  3. A specific structure
    • like how may tweets, words..
  4. A specific format for the output
    • what writing style to use, what tone..
  5. A specific list of thing to avoid
    • what you do not want to mention.

for example.....

  • Want ChatGPT to generate a Twitter Thread for me.
    • Hey ChatGPT. I am going to train you to create Twitter threads.
  • Make sure ChatGPT understands the mean by the Twitter Thread.
    • Twitter threads are a series of tweets that outline and highlight the most important ideas of a longer text or some specific topic.
  • Want ChatGPT to write with a specific topic.
    • The twitter thread will talk about Google Cloud Platform free tier services.
  • Outline what I want it to mentions for sure and what to emphasize.
    • I want you to talk about Google cloud platform environment, all its services and its utility for data science. However, you need to emphasize all these advantages are free for ever when your usage is contained within some tiers. Mention google big query and cloud functions, that are two of the most important services for analytics.

  • Specify the whole structure I want to receive from ChatGPT.
    • A first tweet with a short but concise message, letting people know what’s the thread about. It is important not to be more than 30 words, use key hashtags and convince people to read the whole thread. Emphasize the utility of the thread for them.
    • A second tweet that makes a short intro and let the reader get contextualized and understand why are they still reading the thread. It is important to keep the reader reading.
    • 4 or 5 tweets that outline and describe the most important parts of the article. These should summarise the main ideas of the topic I explained to you before.
    • A last tweet with some conclusions and letting people know why your thread is worth it.
    • A final tweet inviting them to retweet your thread and follow you.
  • Specify the format of the output I want.
    • I would like you to behave as a technology and data science writer. Use natural and engaging language. It is important to use easy-to-understand vocabulary — remember I want to break complex concepts down to everyday words.
  • A specific list of things to avoid.
    • Avoid using complex vocabulary.

#4. Iterate and refine your input:

  • if the AI generates incorrect output.
    • probably due to an issue of your input.
    • Don’t be afraid to rework your prompts.
  • to communicate with your AI machine
    • even though you use a natural language,
    • you should think you are writing a code for AI.
  • Repeat and regenerate the response as many times as you want, so you get a some good result. 

Dickie Bush's Prompt writing is an iterative game


[3] Conclusions

  • It’s not the AI that’s falling short, but rather the way we interact with it.
  • To make the most of ChatGPT and similar tools,
    • we must refine our approach
    • and focus on becoming thinkers who guide the AI in executing.
  • By following these tips and taking responsibility for the input,
    • you’ll find that AI-generated content
    • can be a valuable asset in your content creation arsenal.
  • So, let’s start crafting effective prompts and unlock the full potential of AI writing!
  • And always remember…
    • Using AI won’t make you a cheater — but not using it will leave you behind!
반응형