Cook the brown rice according to package directions in a saucepan; when done, remove from heat and fluff with a fork.
While the rice cooks, drain and rinse the canned kidney beans and set aside.
In a medium pot, combine the drained kidney beans, corn kernels, 2/3 cup broth, cumin, paprika, salt, and black pepper.
Heat the bean and corn mixture over medium heat, stirring occasionally, and cook 5–10 minutes until heated through; add a splash of water or more broth if it becomes too dry.
Divide the cooked rice among bowls, top with the bean-and-corn mixture, drizzle each with olive oil, and sprinkle with chopped dill.
Serve immediately.