To determine the probability that no two students sit together at a circular table where 8 teachers and 4 students are seated randomly, follow these steps:
1. Fix the position of one teacher to remove rotational symmetry in a circular permutation. This leaves us with arranging the remaining 7 teachers and 4 students.
2. Arrange 7 teachers around the table. The number of ways to do this is \(7!\).
3. These 7 teachers create 7 gaps between them where the students can sit. To ensure no two students sit together, each student must sit in a separate gap.
4. Choose 4 gaps out of these 7 to place the students. The number of ways to choose 4 gaps out of 7 is given by the combination formula \(\binom{7}{4}\).
5. Arrange the 4 students in these chosen gaps. The number of ways to arrange 4 students is \(4!\).
6. Compute the total number of favorable arrangements: \(7! \times \binom{7}{4} \times 4!\).
7. Compute the total number of possible arrangements of the 12 people around the table: \(11!\) (since one person's position is fixed).
8. The probability that no two students sit together is the ratio of favorable arrangements to total arrangements:
\[\frac{7! \times \binom{7}{4} \times 4!}{11!}=\frac{5040\times 35\times 24}{39916800}=\frac{7}{33}\]
Thus, the probability that no two students sit together is \(\frac{7}{33}\).