Can you offset dividends with capital losses?

No, dividends, while taxed similarly now, are not capital gains. Capital losses only offset capital gains, EXCEPT - up to 3K a year of unused capital losses may be applied against ordinary income...which because of the rate differential, is really a nice advantage.