Heat the olive oil in a large skillet over medium-high heat. Add the bell peppers, onion and garlic and cook until tender, about 5 minutes. Add the chili powder, cumin and smoked paprika and stir to combine.
Add the black beans and season with salt and pepper. Cook for another 5 minutes or until heated through.