Preheat oven to 400 degrees. Place carrots and shallots on a rimmed baking sheet, and toss with olive oil, 1 teaspoon salt, and 1/4 teaspoon pepper. Spread in a single layer, and roast 40 minutes, turning a few times to ensure even cooking.
If frying carrot tops for garnish, bring safflower oil to 350 degrees in a medium saucepan over medium-high heat. Fry carrot tops in batches until crisp, about 45 seconds. Drain on a paper-towel-lined plate, and season with salt.
Place vegetables around beef tenderloin; garnish with fried carrot tops.
