The identity $$\sum _{k=0}^n (-1)^k {n \choose k} = 0$$
For all $\mathbb{N}$ can be obtained from setting $a=-1$ and $b=1$ in the binomial thrm $(a+b)^n = \sum_{k=0}^n {n \choose k} a^k b ^{n-k}$. However, the former identity doesn't hold when $n=0$, as we have that the LHS thereof is $1$. However, the binomial theorem does hold when $n =0$, and because the binomial theorem implies this identity, it seems logically that this identity should hold when $n=0$, but it doesn't. Why is this?