Consider the sequence:
$$
a_n=x^n+y^n
$$
We can write this as a recurrence relation:
$$
\begin{align}
a_n&=(x+y)\ a_{n-1}-xy\ a_{n-2} \\
a_n&=(x+y)\left(x^{n-1}+y^{n-1}\right)-xy\left(x^{n-2}+y^{n-2}\right) \\
a_n&=x^n+xy^{n-1}+x^{n-1}y+y^n-x^{n-1}y-xy^{n-1} \\
a_n&=x^n+y^n
\end{align}
$$
We are given $x=2,\ y=3$, so:
$$
\begin{align}
a_n&=5a_{n-1}-6a_{n-2} \\
a_0&=2 \\
a_1&=5
\end{align}
$$
Now consider the sequence modulo $15$:
$$
\begin{align}
a_0&=2 \\
a_1&=5 \\
a_2&=13 \\
a_3&\equiv 5 \\
a_4&\equiv 7 \\
a_5&\equiv 5 \\
a_6&\equiv 13
\end{align}
$$
Since the recurrence relation depends only on the two previous terms, and the two terms $a_5$ and $a_6$ are the same as $a_1$ and $a_2$, the sequence (modulo $15$) must repeat the four terms $5,13,5,7$ infinitely.
Now consider the sequence of squares,
$$
b_n=n^2
$$
Again we write this as a recurrence relation:
$$
\begin{align}
b_n&=3b_{n-1}-3b_{n-2}+b_{n-3} \\
b_n&=3(n-1)^2-3(n-2)^2+(n-3)^2 \\
b_n&=3n^2-6n+3-3n^2+12n-12+n^2-6n+9 \\
b_n&=n^2
\end{align}
$$
...and consider the sequence modulo $15$. This time it goes for quite a bit longer before repeating:
$$
b_n=0,1,4,9,1,10,6,4,4,6,10,1,9,4,1,0,1,4\ldots
$$
But like before, once the initial three terms come up again it must repeat the same sequence infinitely.
Now notice that all elements of $a_n\bmod 15$ are in $\{2,5,7,13\}$; and all elements of $b_n\bmod 15$ are in $\{0,1,4,6,9,10\}$. Since these two sets are disjoint, no member of $a_n$ can be a member of $b_n$; or, no number of the form $a_n=2^n+3^n$ can be a square (for nonnegative $n$).
(Work in progress; negative powers to come later)