#text #nástroj užitečné prompty
Reddit - Dive into anythinghttps://www.reddit.com/r/ChatGPT/comments/12zrigy/better_than_prompt_engineering_just_using_these_6/I’ve found myself using the same snippets over and over again to give chatgpt that bit of guidance, so I thought I’d share them here to see if it’s helpful, and to ask whether you’ve found similar helpful snippets.
“Let's think step by step”Just adding this at the end of your problem is probably one of the best-proven ‘tricks’. It was already known that it improved GPT-3 math problem solving skills by 59%, and although GPT-4 is already much smarter by itself this still helps - it works well even with very abstract problems, example:
I have a background in engineering, coding, solo-entrepreneurship, language learning and cognitive science. What is a helpful product I can build in the AI space? Let's think step by step
Reflection/Evaluation:-
“Identify any unclear or ambiguous information in your response, and rephrase it for clarity.”-
“Try to argue against your own output and see if you can find any flaws. If so, address them. Walk me through the process”-
“Rate on a scale from 0-5 how well you satisfied each point in the initial prompt. Be very critical, no need to justify yourself. If 3 or lower, rewrite to address.” (this is a hit or miss btw - I’ve seen instances where ChatGPT just rates itself 5/5 all the time)
All of these snippets do similar things, forcing chatgpt to reflect on and evaluate its previous output, so that it can find flaws and improve. This kind of reflective technique in general (not these specific prompts) have been shown to improve GPT-4 accuracy by 30%
“What additional input do you need from me to help you write better output?”This basically asks ChatGPT to evaluate its own output, as well as the initial prompt, and suggest additional information to improve the output. We often know we can get better results by providing more detailed input, but this prompt really helps to know which input exactly would be most helpful to provide.
“Please summarise what I am asking for you before you begin your answer.”This works especially well for complicated problems such as coding. By asking ChatGPT to summarise the problem itself, it not only helps itself come up with a more accurate solution, but you can also check and correct ChatGPT’s understanding.