Consider the polynomials $$p_1(t)= 3t^2-7t+3$$ and $$p_2(t)= 4t^2-9t+4.$$ I have tried to show that $p_1(t^s)$ and $p_2(t^s)$ are irreducible over $\mathbb Q[t]$ for any positive integer $s$.
I'm considerably sure for the first one and cannot produce a counterexample for the second one.
Any help will be appreciated.
Handling the polynomial $p_1(t^s)$ using this result. I could not locate an on-site proof of that except in the case where $s$ is a prime. The claim is false for $p_2(t^s)$ unless $s$ is odd. I highlight the differences in the bottom part of this post.
In addition to that result, my argument needs a few facts about algebraic number theory, particularly in the field $F=\Bbb{Q}(\sqrt{13})$. Our interest in the field $F$ comes, of course, from the fact that by quadratic formula the zeros of $p_1(t)$ are $$ t_1=\frac16(7-\sqrt{13})\quad\text{and}\quad t_2=\frac16(7+\sqrt{13}). $$
I intend to apply the cited resul to the field $F$ and the element $t_1$ to prove that the polynomial $$ Q_s(t):=t^s-t_1 $$ is irreducible in the polynomial ring $F[t]$.
We will be working with the ring of algebraic integers $\mathcal{O}_F=\Bbb{Z}[(1+\sqrt{13})/2]$ of the field $F$. The norms of the numerator $7-\sqrt{13}$ and the denominator $6$ are both equal to $$ N_{F/\Bbb{Q}}(7-\sqrt{13})=36=N_{F/\Bbb{Q}}(6). $$ This tells us to first take a census of the prime ideals of $\mathcal{O}_F$ lying above the rational primes $2$ and $3$.
Because $13\equiv5\pmod8$ the law of quadratic reciprocity implies that the prime $2$ is inert. On the other hand the prime $p$ splits as $$ 3=(4-\sqrt{13})(4+\sqrt{13}). $$ A bit of testing with the potential factors then reveals that $$ t_1=u\cdot\frac{4-\sqrt{13}}{4+\sqrt{13}}, $$ where $u=(11+3\sqrt{13})/2$ is a unit of $\mathcal{O}_F$.
This means that the fractional ideal generated by $t_1$ is $\mathfrak{p}_1\mathfrak{p}_2^{-1}$, where $\mathfrak{p}_i,i=1,2,$ are the prime ideals of $F$ lying above the rational prime $3$.
The multiplicity of $\mathfrak{p}_1$ in this fractional ideal is one, implying that $t_1\neq v^s$ for any $v\in F$ and any integer $s>1$. Similarly, the multiplicity of the prime ideal $(2)$ in the fractional ideal generated by $-4t_1^4$ is equal to two, implying that $-4t_1^4$ is not a fourth power of an element of $F$.
This implies that the extension $F(t_1^{1/s})/F$ is of degree $s$. By the tower law then $[F(t_1^{1/s}):\Bbb{Q}]=2s$.
But, $t_1^{1/s}$ is a zero of $p_1(t^s)$, a polynomial of degree $2s$. Therefore $p_1(t^s)$ is the minimal polynomial of $t_1^{1/s}$ over $\Bbb{Q}$. In particular it is irreducible.
A similar study of $p_2(t)$ lead to the observation that (this time in the field $\Bbb{Q}(\sqrt{17})$ the zeros of $p_2$ generate a fractional ideal with multiplicities equal to two (both primes lying above $2$ play a role). It is then no longer a surprise that $$ p_2(t^2)=4t^4-9t^2+4=(2t^2-t-2)(2t^2+t-2) $$ fails to be irreducible. However, it follows in the same way that $p_2(t^s)$ is irreducible for all odd integers $s>1$. The main points are: