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Trying out the Panel-of-Experts prompting strategy for LLMs
How roleplaying a panel discussion can improve LLM results
Anyone who’s tried to incorporate them into a business or software process has probably run into issues with hallucinations, stubborn refusal to pay attention to prompts and other failures. This is a prompting method inspired by the ‘Tree-of-Thought’ approach which envisaged a tree-like reasoning process, with a model coming up with various solutions and iterating through them a step at a time using a search algorithm. When given a diff this prompt could produce some interesting discussions, and I was able to see examples where one panellist started down an incorrect reasoning path and was rescued by another.
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