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A set family shatters a set $Z$ when its traces on $Z$ include all of $\mathcal{P}(Z)$. The Sauer-Shelah lemma says that a set family $\mathcal{F}\subseteq \mathcal{P}([n])$ which shatters no $k$-set satisfiesEquivalently, if $|\mathcal{F}|$ exceeds this sum, it shatters a $k$-set. Binomial coefficients with index greater than $n$ are zero; if $k>n$ the inequality reduces to the whole-power-set bound. The VC dimension formulation puts $k=d+1$.

We give the full inductive proof. Split $\mathcal{F}$ according to the last coordinate, deleting that coordinate from the present section, and write these two set families on $[n-1]$ as ${\mathcal{F}}_0,{\mathcal{F}}_1$. PutThe inclusion-exclusion principle gives $|\mathcal{F}|=|\mathcal{C}|+|\mathcal{D}|$. If $\mathcal{C}$ shattered a $k$-set, then $\mathcal{F}$ would shatter it too. If $\mathcal{D}$ shattered a $(k-1)$-set $Z$, both versions of each required trace, with and without the last coordinate, would occur in $\mathcal{F}$, which would shatter $Z\cup \{n\}$. Thus the two mathematical induction bounds apply:using Pascal's identity. For $n=0$ the set family has at most one member. For $k=1$, the intersection section must be empty, since any nonempty set family shatters the empty set. These supply the mathematical induction bases; the forbidden-empty-set case has an empty set family and an empty sum. Sharpness is attained by all subsets of size at most $k-1$, which cannot shatter a $k$-set.

Now fix $k\ge 1$ in the infinite-ground-set problem. Choose, using the hypothesis with $2k$, a set $Y$ of size $2k$ with at least $2^{2k-1}$ distinct traces. If its trace set family shattered no $k$-set, the Sauer-Shelah lemma would givea contradiction. Therefore some $Z\subseteq Y$ of size $k$ is shattered by the trace set family, and hence by $\mathcal{A}$ itself. Thus every finite shattering size occurs. The use of $2k$ makes the contradiction strict, even though the hypothesis only gives a half-power-set lower bound.

An infinite realization does not follow. For a concrete unbounded finite shattering without an infinite universal trace construction, partition $X=\mathbb{N}$ into disjoint finite blocksand takeEvery member is finite. Given $k$, choose $Y=B_k$; its trace set family is the full power set, so it has $2^k\ge 2^{k-1}$ members and is shattered. However, an infinite $Z$ cannot be contained in one finite block. Choose $x,y\in Z$ from different blocks. No member of $\mathcal{A}$ contains both, so $\{x,y\}$ is not a trace on $Z$. Consequently there need not be an infinite $Z$ whose traces contain every finite subset of $Z$.