Thankfully, recommendations can be culled using the new Dash's rating system -- thumbing the X button on the recommendation page allows you to pin an item, dismiss it or rate it out of five stars.
ENGADGET: Xbox 360 Dashboard update hands-on (fall 2012) Hands-on