I am reading through this answer at socratic.org.
The question is to find the closed form of the sum $$1^{2}-2^{2}+3^{2}-4^{2}+5^{2}-6^{2}+\ldots.$$
I understand that, if the terms were added, the sum would be $$ \sum_{n=1}^{N} n^{2}=1^{2}+2^{2}+\ldots+N^{2}. $$
The person goes on to say, if the series were not alternating, the sum would be
$$ S=\frac{N(N+1)}{2} $$
But is that correct? I thought the sum of the first $N$ squares would be $$ \frac{N(N+1)(2N+1)}{6}. $$
Lastly, I understand moving the $-1$ constant out of the summation as such
$$ =-\sum_{n=1}^{N}(-1)^{n} n^{2} $$
But I am completely missing how the final closed form was calculated
$$ S_{N}=-\frac{(-1)^{N} N(N+1)}{2} $$
It is indeed not true that $\sum_{n=1}^Nn^2=\frac{N(N+1)}{2}$ for each positive integer $N$. This is easily verified by plugging in any value $N\geq2$. Of course it is true that $\sum_{n=1}^Nn=\frac{N(N+1)}{2}$. And you are indeed correct when you say that $$\sum_{n=1}^Nn^2=\frac{N(N+1)(2N+1)}{6}.$$ Do note that if $N$ is even, say $N=2M$, then \begin{eqnarray*} \sum_{n=1}^N(-1)^{n+1}n^2 &=&\sum_{n=1}^M\big((-1)^{2n}(2n-1)^2+(-1)^{2n+1}(2n)^2\big). \end{eqnarray*} Of course $(-1)^{2n}=1$ for all $n$, and similarly $(-1)^{2n+1}=-1$. It follows that for all $n$ we have \begin{eqnarray*} (-1)^{2n}(2n-1)^2+(-1)^{2n+1}(2n)^2 &=&(2n-1)^2-(2n)^2\\ &=&(4n^2-4n+1)-4n^2\\ &=&1-4n. \end{eqnarray*} This shows that $$\sum_{n=1}^N(-1)^{n+1}n^2=\sum_{n=1}^M(1-4n).$$ From here we can use the fact that $\sum_{n=1}^Mn=\frac{M(M+1)}{2}$ to find that \begin{eqnarray*} \sum_{n=1}^M(1-4n)&=&M-4\sum_{n=1}^Mn\\ &=&M-4\cdot\frac{M(M+1)}{2}\\ &=&-2M^2-M\\ &=&-\frac{N(N+1)}{2}. \end{eqnarray*} That proves the case where $N$ is even. If $N$ is odd, say $N=2M+1$, then \begin{eqnarray*} \sum_{n=1}^N(-1)^{n+1}n^2 &=&\left(\sum_{n=1}^{2M}(-1)^{n+1}n^2\right)+N^2\\ &=&-\frac{(N-1)N}{2}+N^2\\ &=&\frac{N(N+1)}{2}. \end{eqnarray*} This shows that although the reasoning is incorrect, the conclusion does indeed hold; that $$\sum_{n=1}^N(-1)^{n+1}n^2=-(-1)^N\frac{N(N+1)}{2}.$$
Alternatively, you could note that $$1^2-2^2+3^2-4^2+5^2-\ldots=(1^2+2^2+3^2+4^2+5^2+\ldots)-2(2^2+4^2+8^2+10^2+\ldots).$$ So from your observation that $$\sum_{n=1}^Nn^2=\frac{N(N+1)(2N+1)}{6},$$ you could conclude that if $N$ is even, say $N=2M$, then \begin{eqnarray*} \sum_{n=1}^N(-1)^{n+1}n^2 &=&\left(\sum_{n=1}^{2M}n^2\right)-2\left(\sum_{n=1}^M(2n)^2\right)\\ &=&\frac{2M(2M+1)(4M+1)}{6}-8\frac{M(M+1)(2M+1)}{6}\\ &=&\frac{-12M^2-6M}{6}\\ &=&-\frac{N(N+1)}{2}. \end{eqnarray*}