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If I were to roll a die infinitely many times, assuming the result was truly random, and use the results as the decimal places of a number, would that number (likely) be an uncomputable number?

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Yes. There are only countably many computable numbers (because there are only countably many computer programs), so a random real number, say in the interval $[0, 1]$ to be concrete, is uncomputable with probability $1$.

In fact with probability $1$ it will have a much stronger property called algorithmic randomness, which roughly speaking says that the digits are incompressible.

Qiaochu Yuan
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  • The real lesson here is that "assuming that the digits are truly random" is an extremely strong assumption. In practice it's unclear how you could ever come to believe this... – Qiaochu Yuan Oct 24 '22 at 17:39
  • Hilariously (to my mind) probably the most practical way to ascertain "randomness" is, as you say, to appraise compressibility... but actual Kolmogorov-etal complexity is not computable, either... so just run a few of the standard compression algorithms and see what happens? :) – paul garrett Oct 24 '22 at 18:03