The seeds and pith (the white stuff) are where you find most of the heat in hot peppers, so they're less spicy without them. To make your jalapeños milder, completely remove the seeds, pith, and membrane, then rinse them in cold water (adding a splash of vinegar helps, too). That gets as much capsaicin out as possible, making a deliciously mild hot pepper.