question about prime numbers used in encryption

i might not fully understand this, but if encryption is based on super large, harder and harder to find larger prime numbers, are we not 'running out', maybe not mathematically (since i think its unclear if there are infinite primes or not) but in terms of ones that are actually found and used?

cybersecurity encryption numbers