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[ARTICLE · art-43818] src=lesswrong.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

Frame Error

A new category of cognitive mistake called 'frame errors' is introduced, distinct from logical fallacies and empirical errors, where a correct inference based on accurate facts can still be wrong due to an inadequate reasoning framework. The concept aims to help identify structural flaws in thinking across various domains.

read1 min views1 publishedJun 29, 2026

Today I want to explain what I call “frame errors”: a third kind of mistake, distinct from logical fallacies and empirical errors. You can get every fact right and every inference valid, and still be wrong, because your framework for reasoning about the problem is structurally inadequate.

In some sense, the idea is not new. Many other thinkers have pointed out specific instantiations of these mistakes before. However, I coin the “frame error” term to draw attention to the common category across these mistakes, provide tools and worked examples to help readers spot these errors when they occur, and offer advice to help readers understand and identify the meta-errors that might lead them or others to commit frame errors.

This post will go through five common classes of frame errors, with worked examples. I will start with examples that you likely have heard of before, and then end with more novel examples where I was the first person to explicitly point out such errors.

Along the way, I provide conceptual tools to model good thinking, so you can hopefully learn useful rationality and reasoning tips even if you do not buy the frame error construct.

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