Relationship between agemo subgroup and Frattini subgroup in $2$-groups

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Let $G$ be a $2$-group. Call $\Phi(G)$ the Frattini subgroup of $G$. Define with $A_1(G)=\langle \{g^2\mid g \in G\}\rangle$ the first agemo subgroup of $G$. Is it true that $A_1(G)=\Phi(G)$?

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This is true. The quotient by $A_1(G)$ has $x^2=1$ for all elements $x$ and thus is abelian, so $\Phi(G)\le A_1(G)$. Vice versa, by Burnside's basis theorem, the quotient $G/\Phi(G)$ is elementary abelian of exponent $2$, so $A_1(G)\le\Phi(G)$.