If you want big carrots, you have to thin them.
That is, you have to remove their neighbors, so those lucky (for now) carrots that remain have space to grow. And although the thinning job is a bit painful ("But they're growing just fine! Can you really just root out healthy plants?"), the reward is that you get to enjoy a fine meal of newly-picked baby carrots.