3 ms·
The spiky shape of the n-cube can be used as an illustration of the “myth of averages”, i.e. the observation that basically no person can be considered “average
by mfsch 4y ago
The spiky shape of the n-cube can be used as an illustration of the “myth of averages”, i.e. the observation that basically no person can be considered “average” or “typical” as soon as you consider a number of dimensions (famously observed by the US Air Force when trying to adjust fighter jet cockpits to the average dimensions of pilots [1]). If you consider n variables along which people and their experience can vary, the space that is “reasonably close” to the average (e.g. an n-ball or even an n-cube with side length 1−ε) becomes vanishingly small compared to the full space.
I find this is an important concept to keep in mind when designing systems and products. When you reach a certain complexity, most cases are edge cases and designing only for the “typical” case serves almost nobody.
[1]: https://99percentinvisible.org/episode/on-average/ https://99percentinvisible.org/episode/on-average/
- et2o 4y agoFascinating observation. Thanks for sharing. Given that this problem space still exists I wonder what the best approach might be other than taking the mean