For real positive $a,b$ given $a^2b^2(a^2b^2+4)=2(a^6+b^6)$, show that at least one of the numbers is irrational

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I think I am close to the answer, but still not sure how to finish it. $$a^2b^2(a^2b^2+4)=2(a^6+b^6)$$ I know I can rewrite that equation as $$(a^2-b\sqrt2)(a^2+b\sqrt2)(a\sqrt2-b^2)(a\sqrt2+b^2)=0$$ Thus $$a^2=\pm b\sqrt2 \space\space\space\space\space\space b^2=\pm a\sqrt2$$ Now, am I allowed to substitute one equation into the other? This would mean that $b=0$ or $b=\pm\frac{\sqrt[3]4}{\sqrt[3]{\sqrt2}}$. But then when I try $b=0$ I get $a=0$ as well.

How can I prove at least one of them is irrational?

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As Wojowu pointed out, you can't plug one equation into another since you only know at least one of them holds. However, you can deduce from both equations individually that $a$ and $b$ cannot both be rational, unless they are both zero.

Suppose the first equation holds: $a^2 = \pm b\sqrt{2}$. Then $a^4=2b^2$, so $2=\frac{a^4}{b^2}$ (assuming $b \neq 0$). Why is this impossible if $a$ and $b$ are both rational? Do a similar argument for the other equation.

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Lets do it the long way. Distribute everything and move it to one side $$a^4b^4+4a^2b^2-2a^6-2b^6=0$$ Lets substitute $$x=ab$$ Note x is always positive by the positive definition of $1$ and $b$. Then, $$a=\frac{x}{b}$$ $$b=\frac{x}{a}$$ Which are also positive definite relations. Now substitute to get $$x^4 + 4x^2 -2(\frac{x^6}{a^6})-2(\frac{x^6}{b^6})=0$$ Factor out an $x^2$ $$x^2(x^2+4-x^4(\frac{2}{a^6} + \frac{2}{a^6}))=0$$ Note that $(\frac{2}{a^6} + \frac{2}{a^6})$ is also positive definite, so lets replace it with another positive definite substitution $c = \frac{2}{a^6} + \frac{2}{a^6}$. Now we have $$x^2(-cx^6+x^2+4)=0$$ Lets find what the roots of the inside will be, since $x^2=0$ is trivial. $$-cx^4+x^2+4=0$$ Complete the square $$x^4-\frac{1}{c}x^2=\frac{4}{c}$$ $$x^4-\frac{1}{c}x^2 +\frac{1}{4c^2}=\frac{4}{c}+\frac{1}{4c^2}$$ $$(x^2-\frac{1}{2c})^2=\frac{16c+1}{4c^2}$$ $$x^2-\frac{1}{2c}=\sqrt{\frac{16c+1}{4c^2}} = \pm \frac{\sqrt{16c+1}}{2c}$$ Finally, $$x^2=\frac{1}{2c}\pm \frac{\sqrt{16c+1}}{2c}$$ and since everything is positive definite, note that $$\frac{1}{2c} - \frac{\sqrt{16c+1}}{2c} < 0$$ so we must have at least 1 complex root.