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Incubator Q&A

Welcome to the staging ground for new communities! Each proposal has a description in the "Descriptions" category and a body of questions and answers in "Incubator Q&A". You can ask questions (and get answers, we hope!) right away, and start new proposals.

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Incubator Q&A Can you summarize any explanation?

[Does] information content scale linearly with length, regardless of topic? Information content pretty clearly doesn't scale linearly with length. I used to joke that The Scarlet Letter author...

posted 9mo ago by Michael‭

Answer
#1: Initial revision by user avatar Michael‭ · 2024-03-06T21:05:07Z (9 months ago)
> ### [Does] information content scale linearly with length, regardless of topic?

Information content pretty clearly doesn't scale linearly with length. I used to joke that The Scarlet Letter author wrote everything at least three times, so you only needed to read 30% of the words to understand what was happening.[^hawthorne]

Consider this extremely contrived "information:"

```
AAAAAAAAAAAAAAAAAAAA
```

Rewriting it as "20 As" loses no information, and it's lots shorter. But only the context determines what the effect of shortening it further to "As" might be.

> ### Can you summarize any explanation?

No. At some point, there will be a case "where the information loss is catastrophic" as you put it. Determining the catastrophic case is the tricky part. Catastrophic for what?

If you're making a tire for a wheel that is 1 meter in diameter, the tire's inner edge needs to be &pi; meters, or 3.14159&hellip; meters. How important the extra digits are depends on your tools, the stretchiness of your tire material, and so on.

> “…the supreme goal of all theory is to make the irreducible basic elements as simple and as few as possible without having to surrender the adequate representation of a single datum of experience.” _Albert Einstein, 1933_

[^hawthorne]: Literature fans: Please don't hate me. Instead, suggest a Unicode character to wear in penance.