It'd also be an end to the project and would make the conjecture far less interesting.
Many natural questions would arise, starting with “Is this the only counterexample?”
(I got that from https://math.stackexchange.com/questions/514/conjectures-tha... which features some other false conjectures that may be of interest to you)