We are asked to find the probability that a multiple of 3 does not appear on any of the 12 dice when thrown.
Step 1:
Each die has 6 faces, numbered from 1 to 6. Out of these, the multiples of 3 are 3 and 6. Thus, there are 2 faces on the die that are multiples of 3.
The probability that a multiple of 3 does not appear on a single die is the probability that the die shows either 1, 2, 4, or 5. There are 4 such faces out of 6.
Thus, the probability of not getting a multiple of 3 on one die is:
\[
P(\text{not multiple of 3 on a die}) = \frac{4}{6} = \frac{2}{3}
\]
Step 2:
Since the dice are thrown independently, the probability that none of the 12 dice shows a multiple of 3 is the product of the individual probabilities for each die. Therefore, the required probability is:
\[
P(\text{no multiple of 3 on any die}) = \left( \frac{2}{3} \right)^{12}
\]
Thus, the probability that a multiple of 3 does not appear on any die is \( \left( \frac{2}{3} \right)^{12} \).