Actually, for part b, the use of the Binomial distribution is optional. But I shall show you how it can be used, and hopefully this will guide you in solving the first part.
Let X be the random variable for the number of people (out of a total of 2) who believe the tale. Thus, X~B(2, 0.8).
So,

You will thus get P(X=0)=0.04.
Since the question specifies that the third person hearing the tale MUST believe it, we do not consider it in the Binomial distribution, as we do not fix the position of success and failure for the Binomial distribution. So, P(third person hearing this tale is the first one to believe it)= [P(X=0)] x 0.8 = 0.032
Can you solve the first part now?