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I built a Popperian Falsification Prompt to stop LLM confirmation bias (Testing your plans against plausible black swans)

This story is from 2026-09-01. It is preserved in the archive; the latest stories are on the live feed.

Most people use LLMs in a confirmatorily biased way : "Tell me why my business plan is great" or "How do I implement X?" . This triggers the model's RLHF pleasing bias. Inspired by Karl Popper’s principle of falsifiability , a friend and I designed a prompt framework that flips this dynamic. Instea…

Read the full story at r/PromptEngineering ↗

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  1. 2026-09-01 02:56 · r/PromptEngineering
    I built a Popperian Falsification Prompt to stop LLM confirmation bias (Testing your plans against plausible black swans)

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