The result is from copula theory. A good survey article is "Copulas: a personal view" by Embrechts which has a result relevant to your conjecture (which you'll find is not quite true).
ok.yes it may be false actually.poisson distribution with negative correlation can be constructed.from there to poisson process may not be a big leap.Thanks very much for pointing to the article.