The large cube has 12 edges, and each edge contains 3 small cubes. The corner cubes (at both ends of each edge) have 3 painted faces, while the middle cube on each edge has exactly 2 painted faces. There are 12 edges, so the total number of small cubes with exactly two painted faces is: $12 \times 1 = 12$

Hence, the answer is 12.