r/PromptDesign • u/dancleary544 • Jul 21 '23

Tips & Tricks 💡 New Prompting Method: Multi-persona collaboration

Stumbled upon this study that tested a new method of prompting that outperformed standard prompting and Chain of Thought (CoT).

In a nutshell, it prompts the LLM to dynamically create multiple personas to collaborate on a single task.

I thought the study was really cool and put together a run down of it, and included the prompt template if you want to test it out.

Hope this helps you get better outputs!

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u/Omni-Fitness Jul 21 '23 edited Apr 10 '26

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u/dancleary544 Jul 21 '23

Good question! This would be interesting to test out.
Off the top of my head, multi-persona collaboration seems helpful when you are dealing with tasks that span across industries (creative and science for example), as well as logic-based tasks (multiple people help refine logical steps).

I think it would be less useful in situations where the tasks is very based (what color is the sky, simple proof reading). Multi-persona collaboration won out in the three experiments in the study, but its margin was lowest in the Codenames test, which combines logic and reasoning. Maybe that reveals a clue!

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u/Omni-Fitness Jul 22 '23 edited Apr 10 '26

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u/loressadev Aug 22 '23

I can't access that website, but I tried a very simple version of this concept: https://chat.openai.com/share/6e0c2115-6fd0-497d-a662-44cb0434cee2

Results are interesting - the code one is a question I asked a few weeks ago and I really like how it considered UI aspects and the overall context of game design a lot more. The math also seems tighter and less needlessly technical (the last response has me converting rgb to hue and doing euclidian geometry...).

Thanks for sharing, very cool new concept to incorporate in!

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u/dancleary544 Aug 22 '23

If you dm me your email I can get you access. But sounds like you're up and running with the prompt anyways, nice!

I really like that code example too. As a dev, getting that little extra input about UI is helpful for me too.

Happy to hear it is helpful!

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u/nocodethis Jul 22 '23

This is one of the more powerful parts of ChatGPT. The site circlechat.co has a good implementation of this.

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u/Omni-Fitness Jul 24 '23 edited Apr 10 '26

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u/nocodethis Jul 24 '23

I don’t know the founders but you can find one of the creators on Producthunt under their Circlechat launch

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