this post was submitted on 15 Jul 2023
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ChatGPT use declines as users complain about ‘dumber’ answers, and the reason might be AI’s biggest threat for the future::AI for the smart guy?

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[–] [email protected] 23 points 1 year ago (1 children)

So what are the fundamentals in prompt engineering?

[–] dulce_3t_decorum_3st 28 points 1 year ago* (last edited 1 year ago) (5 children)

It’s impossible for me to comprehensively summarise in a comment because everyone has different use cases.

Personally, every new ‘project’ of mine requires a new chat. I first teach chatgpt-4 who I am, what I do, and how I want gpt-4 to assist me. Then I ask it to generate a project profile and to analyse documents using plugins.

The key is to work step-by-step and develop a string of prompts. Once I’m happy gpt-4 understands the project, I ask it to draft an overview/outline using headings and subheadings.

Lastly, I work on each section individually, ‘filling in’ the actual content. Then I edit and ask it to review problematic sections.

Most people, as far as I can tell, seem to think it’s a single ask-and-answer process. It’s not. I often need to draft about 10 prompts – about 3000 words – in order to generate one 10 page document.

I think the most important fundamental is to use templates. Pro tip: use gpt-4 to teach you how to develop your prompt templates.

[–] LordXenu 6 points 1 year ago

Please tell me more about document analysis plugins. This workflow is so much more tooled to using GPT for work projects.

[–] Random_user 4 points 1 year ago

Sounds like you spend all day talking to a robot and then copy/paste it's final output.
When you eventually pass these 10 page documents down the line do you cite your source?

[–] [email protected] 3 points 1 year ago

How long on average would you say it takes to generate your prompt template for a project?

[–] [email protected] 2 points 1 year ago

Do you have an anonymized example of one of these templates? I’m curious to see what they may look like.

[–] ZeroCarbon 1 points 1 year ago (1 children)

This is exactly how I use it. It seems that some people can't figure this out by themselves.

[–] kmkz_ninja 2 points 1 year ago

Which is ironic, as it seems like their way could be more work than doing it themselves.