How do we know that a non recurring number will not repeat after many digits?

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We are told that there are rational numbers that either terminate or repeat and irrationals that neither terminate nor repeat. But how are we so sure that a non terminating non recurring number will not repeat after, say $1000$th or $100000$th place? Has anybody calculated up to such large digits?

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First a simple observation; a terminating number is also a repeating number; it repeats the digit $0$ indefinitely. So we might as well say that rational numbers repeat, and irrational numbers do not.

You ask how we can be so sure that a non-repeating number will not repeat after many digits, say $100000$. This is easy; a non-repeating number does not repeat by definition.

If you would like to know how we can be so sure that an irrational number will not repeat after many digits; this is not as easy. Here's the idea: Suppose $x$ is a number that repeats at some point. Let's say that it repeats after $12$ digits, and then repeats in a loop of $50$ digits. Then the decimal parts of $10^{12}x$ and $10^{12+50}x$ are the same; they are both the same repeating loop of $50$ digits. This means that the decimal part of $10^{62}x-10^{12}x$ is $0$, so this is an integer, say $n$. Then a bit of algebra shows that $$n=10^{62}x-10^{12}x=(10^{62}-10^{12})x,$$ which shows that $x=\frac{n}{10^{62}-10^{12}}$. In particular this means that $x$ is rational.

Of course this argument works for all other positive integers as well, not just $12$ and $50$. So this proves that every repeating number is rational. So every irrational number is non-repeating.