Let $n > m \geq 0$ be integers.
How can one prove the following equation?
$$\sum_{k=0}^m \binom{n}{k}(-1)^k = (-1)^m \binom{n-1}{m}$$
According to our script we have to use the following: $(X \setminus \{ n \}) \cup (\{n\} \setminus X)$ and the following sets:
$G$ is the set of subsets $\{a_1,...,a_k\}$ of $[n]$ where $k \leq m$ is even.
$U$ is the set of subsets $\{a_1,...,a_k\}$ of $[n]$ where $k \leq m$ is odd.
I wasn't able to find a proof for this equation on stackexchange Math, nor was I able to find it on Google and I also don't know how to use the equation above to prove the following inequalities for an even $m$:
$$\sum_{j=1}^{m} (-1)^{j+1} \sum_{|I| = j} |A_I| \leq \left| \bigcup_{i=1}^n A_i \right| \leq \sum_{j=1}^{m+1} (-1)^{j+1} \sum_{|I| = j} |A_I|$$
As for the equation: This is a well-known fact which I think deserves a name ("alternating hockey-stick identity"?). I give three proofs in UMN Fall 2018 Math 5705 homework set #2 (Exercise 4).
As for the inequality: I assume that your $A_1, A_2, \ldots, A_n$ are $n$ finite sets, and that your $A_I$ means $\bigcap\limits_{i \in I} A_i$. Then, your inequality is the famous Bonferroni inequality. Let me give a hint to the proof. First of all, let $S = \bigcup\limits_{i \in I} A_i$ (so that all $A_i$ are subsets of $S$). Then, your inequality becomes \begin{equation} \sum_{j=0}^m \left(-1\right)^j \sum_{\left|I\right| = j} \left|A_I\right| \geq 0 \geq \sum_{j=0}^{m+1} \left(-1\right)^j \sum_{\left|I\right| = j} \left|A_I\right| \end{equation} (here, I have subtracted your inequality from $\left|S\right|$). In other words, you want to prove that for each nonnegative integer $k$, the number $\sum_{j=0}^k \left(-1\right)^j \sum_{\left|I\right| = j} \left|A_I\right|$ has the same sign as $\left(-1\right)^k$ (that is, it is nonnegative when $k$ is even, and it is nonpositive when $k$ is odd). To do so, let us define one more notation: For each $s \in S$, let $c\left(s\right)$ denote the number of $i \in \left\{1,2,\ldots,n\right\}$ satisfying $s \in A_i$ (in other words, it counts how many of your sets contain $s$). Then, \begin{equation} \sum_{j=0}^m \left(-1\right)^j \sum_{\left|I\right| = j} \left|A_I\right| = \sum_{\left|I\right| \leq m} \left(-1\right)^{\left|I\right|} \left|A_I\right| = \left(-1\right)^m \sum_{s \in S} \dbinom{c\left(s\right) - 1}{m} \end{equation} (by Theorem 3.45 in my Notes on the combinatorial fundamentals of algebra, version of 10th of January 2019, but you can prove this yourself -- this is where the preceding equation is helpful). The right hand side of this equality has the same sign as $\left(-1\right)^m$, because each of the binomial coefficients $\dbinom{c\left(s\right) - 1}{m}$ is nonnegative (indeed, each $s \in S$ satisfies $c\left(s\right) \geq 1$ and thus $c\left(s\right) - 1 \geq 0$). Hence, the left hand side must have the same sign as $\left(-1\right)^m$ as well. This proves the claim. Let me know if you need more hints.