When you take the square root of 2 using the math library's sqrt function, you get a floating point approximation because it's not a perfect square and it's an irrational number.

In a demonstration using Python code ... I’m 99.00001% sure that most programmers don’t understand just how cursed using floating point numbers is, when dynamic range isn’t needed.