OK, What if I flipped it 10,000,000 times and got all heads? What is the probability that I have the non-fair coin? What is the probability for the next toss?
Another way to look at it - one coin has two heads, the other 999 have two tails. You flip the coin and get one heads. What is the possibility that the next will be heads?