Don't make submissions give the submitter karma. Currently, the fast way to gain karma is to be the first to submit a big story, and duplicates abound because everyone tries something different.

If there's no incentive, there's no race.

I, personally, also like the up-votes costing karma. It'd make the act much much more costly to perform, so high voted comments will be more likely to be selected on content than laughs.