Continue to whisk until the mixture turns medium to dark brown, about 5 minutes. Set aside off the heat.
Place a Dutch oven or thick-bottomed large skillet over medium heat. Once hot, add the sausage, cumin, pepper, and paprika. Sear the sausage hard, mixing it with the spices and letting it brown, while breaking it up into crumbles. Bits will stick to the bottom of the pan.