No. 241 · Evidence · Statistics and Probability

False Negative

A clean result should lower your concern, not end it.


A false negative, or Type Two error, happens when a test or judgment wrongly reports that nothing is wrong. Because a negative result feels like closure, we stop looking while the real problem keeps growing out of sight.

To use it, treat a clean result as lowering your concern, not ending it. Combine different checks, take conflicting signs seriously, and follow up when symptoms or doubts persist, especially where missing something would be costly.


In the Almanac

“Hubble’s blurred mirror”, 1990 · “Abbott ID NOW”, 2020

Both stories in full, three ways to use it and where it misleads.

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False Negative

Questions

What is False Negative?

A false negative, or Type Two error, happens when a test or judgment wrongly reports that nothing is wrong. Because a negative result feels like closure, we stop looking while the real problem keeps growing out of sight.

How do you use False Negative?

To use it, treat a clean result as lowering your concern, not ending it. Combine different checks, take conflicting signs seriously, and follow up when symptoms or doubts persist, especially where missing something would be costly.

When does False Negative matter?

False Negative is one of the 68 mental models for evidence, the situations where you ask: Is this really true? Within that, it belongs to “Testing a claim”, alongside False Positive, Falsification and Hypothesis.

What is an example of False Negative?

Two stories show it at work: Hubble’s blurred mirror (1990) and Abbott ID NOW (2020). Both are told in full in The Mental Models Daily Almanac, which has two stories for each of its 365 models.

Which mental models are related to False Negative?

False Positive, Survivorship Bias and Unknown Unknowns. False Negative itself comes from statistics and probability.