Not necessarily. Prime numbers do become sparser within higher ranges of integers, but the distribution is uneven. No matter how high you go, there can still be close pairs of primes. This article summarizes recent research about that: Twin Prime Conjecture (from Encyclopedia Britannica).Does the ‘space’ between the prime numbers get larger and larger so that the next not-yet-discovered prime number would be much larger than this one, do you think?