I am wondering if this holds in every single case: $$\sqrt{x^2} = \pm x$$
Specifically in this case: $$\sqrt{\left(\frac{1}{4}\right)^2}$$ In this one we know that the number is positive before squaring, so after removing the square and root shouldn't we just have: $$\frac{1}{4}$$
Also in a case such as this: $$\sqrt{(\sqrt{576})-8}$$ we have $$\sqrt{\pm24-8}$$ which is either $\sqrt{16}$ or $\sqrt{-32}$ but since we care about real, principal roots only, can't we say that $\sqrt{16}$ is actually $4$ but not $-4.$
Am I mistaken somewhere in my reasoning?
Thanks!
The principal square root of $x$ denoted by $\sqrt x$ is defined to be the non-negative square root of $x$. Thus $\sqrt{25}=5$, $\sqrt{3^2}=3$ and $\sqrt{(-3)^2}=\sqrt 9=3$.
Note that, $\sqrt {x^2}$ can be $x$ or $-x$ depending on whether $x$ is positive or negative or zero. For example, $\sqrt{7^2}=7$ and $\sqrt{(-7)^2}=7$. It should be clear that when $x\geq0$, $\sqrt {x^2}=x$, but when $x<0$, $\sqrt {x^2}=-x$. This can be briefly written as $\sqrt{x^2}=|x|$.
When you're talking about finding all the square roots of a positive number, then indeed there are two solutions. In other words, you're looking to solve $x^2=a$ for some positive constant $a$. Then $x$ can either equal $a$ or $-a$. This is usually written as $x=\pm a$. Note that for $a=0$, there is only one solution and for $a<0$ there are none in $\mathbb R$.