Unless I am misunderstanding you, that's not true, tiny tim. For example, if the equation is
[tex]\frac{d^3y}{dt^3}- 6\frac{d^2y}{dt^2}+ 12\frac{dy}{dt}+ 8y= e^{2t}[/tex]
then the associated homogeneous equation is
[tex]\frac{d^3y}{dt^3}- 6\frac{d^2y}{dt^2}+ 12\frac{dy}{dt}+ 8y= 0[/tex]
which has characteristic equation [itex]r^3- 6r^2+ 12r+ 8= (r- 2)^3= 0[/itex] and so has r= 2 as a triple charateristic root.
That tells us that three independent solutions to the associate homogeneous equation are [itex]e^{2t}[/itex], [itex]te^{2t}[/itex], and [itex]t^2e^{2t}[/itex]. In order to find a specific solution to the entire equation, we would look for a solution of the form [itex]At^3e^{2t}[/itex].
If, for the same left side, the right hand side were, say, [itex]t^2e^t[/itex] (not [itex]t^2e^{2t}[/itex]), we would look for a soluion of the form [itex](At^2+ Bt+ C)e^t[/itex] to allow for the product rule differentiation of the powers of t. And if, with the same left side, the right hand side were [itex]t^2e^{2t}[/itex], we would, instead of [itex](At^2+ Bt+ C)e^{2t}[/itex], increase the powers to [itex](At^5+ Bt^4+ Ct^3)e^{2t}[/itex] to avoid those we already have.
Of course, Th3chemist, you understand that we are talking only about "linear differential equation with constant coefficients". Non-linear differential equations or equations with variable coefficients can be much harder. Even with "linear differential equations with constant coefficients", this "method of undetermined coefficients" only works when the right hand side is something we can "guess" the for of- things like [itex]e^{kt}[/itex], [itex]cos(kt)[/itex], [itex]sin(kt)[/itex], poynomials in t, and products of such things. If the right hand side is not, if it is, say, a logarithm, then we need to use "variation of parameters".