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This Week's Prompting Advice in 5 Minutes
Moritz Kremb
August 25, 2024
Hey Warrior,
This week I again shared a bunch of AI prompts and tutorials on my Twitter and LinkedIn channels, to help you stay ahead in the world of AI.
And in this tightly-packed email, I’ll summarize it all for you.
Here’s what’s in store today:
3 Prompting Tips to improve your AI responses
2 AI Cheat Sheets to help you learn anything faster and to improve your landing pages
1 AI Tool Deep Dive to turn your prompts into prompt chains
1 AI Research Paper about how using a role in your prompts can degrade performance
Let’s jump in!
Read time: 5 minutes
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💡 3 Prompting Tips
Prompt Tip #1: Adding Synthetic Examples
Adding examples into your prompt is the best way to improve it.
But it takes a lot of time to craft examples.
Here's how to do it 10x faster:
1. Generate "synthetic" examples with AI
2. Add them back into your prompt
3. Tell AI if they were good or bad and why— Moritz Kremb (@moritzkremb)
1:30 PM • Aug 22, 2024
Prompt Tip #2: Add a Thinking Step
Add a thinking step into your prompt.
Before any instruction, task or goal:
1. Tell the AI explicity to think about it
2. Tell the AI to output it in a <thinking> section before the main responseSimple way to improve your response quality
— Moritz Kremb (@moritzkremb)
12:00 PM • Aug 23, 2024
Prompt Tip #3: Turn chat to prompt
Another ChatGPT tip:
At the end of your chat...
Tell ChatGPT to summarize everything in your chat and turn it into a prompt.
Now you've compressed all of your instructions into one prompt.
Next time you need the exact same instructions: use that prompt.
— Moritz Kremb (@moritzkremb)
3:45 PM • Aug 23, 2024
🗒️ 2 AI Cheat Sheets
Cheat Sheet #1: How to use AI to learn anything better and faster
How to use AI to learn anything better and faster:
(With prompts to copy & paste)
— Moritz Kremb (@moritzkremb)
2:00 PM • Aug 21, 2024
Cheat Sheet #2: How to use AI to improve your landing page
How to use AI to improve your landing page:
(With prompts to copy & paste)
— Moritz Kremb (@moritzkremb)
1:00 PM • Aug 24, 2024
🔧 AI Tool Deep Dive to turn your prompts into prompt chains
Last week I shared a research paper about how prompt chaining outperforms stepwise prompting.
Prompt chains are basically multiple prompts chained together, whereas stepwise prompting is having one large prompt that includes several step-by-step instructions.
In this post I share a tool and a workflow to turn your prompts into a prompt chain:
(P.S. In case you missed it, I also wrote about prompt chaining in more detail on this newsletter this week.)
Prompt Chaining gives you higher quality responses — according to research papers.
I found a powerful tool to turn your prompts into prompt chains.
Here's how:
— Moritz Kremb (@moritzkremb)
1:30 PM • Aug 19, 2024
🧪 AI Research Paper
One of the most common prompting advice is to use a “role” in your prompt.
In this thread I show you, why this is not always the best thing to do:
Be careful when using a role in your prompt
A recent study shows that in some cases it actually degrades performance when a role is added
— Moritz Kremb (@moritzkremb)
3:30 PM • Aug 20, 2024
Thanks for reading!
If you enjoyed this, consider forwarding this newsletter to a friend or colleague.
What would you like me to write about in the next post? Reply to this email and let me know.
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P.S. In the AI Content System you’ll also find 5 mega-prompts to copy and paste.
Here’s a sneak peek:
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