We already know that
$$ \int_{0}^{\infty} x^p \,dx $$
is not convergent for any $p$. However I found that it actually converges for $p<-1$ . Here's my attempt
$$ \int_{0}^{\infty} x^p \,dx =\lim_{m \to \infty} \dfrac{m^{p+1}}{p+1}$$
We know that if $p>-1$ then the integral diverges ; however if $p<-1$ , the integral becomes $0$. So this means that this integral converges for $p<-1$. And this is very strange.
So what is wrong with my computation?
Your computation of this potentially doubly improper integral is incorrect: it should read $$ \int_{0}^{\infty} x^p \,dx =\lim_{m \to \infty} \dfrac{m^{p+1}}{p+1} - \lim_{\delta \to 0^+} \dfrac{\delta^{p+1}}{p+1}. $$ You seem to be assuming that the second term is always $0$, but that is not the case—it depends on the value of $p$.