For example, if they somehow got a function that would churn out any arbitrary amount of primes in a row. Could they break the RSA problem then?
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Mathematically, yes, it will work. Practically, you will require an extremely very long time and an incredible amount of energy, considering the sizes of the primes involved in RSA (usually around 1024-bit prime numbers). It is about billion and billions of years and billions and billions times the energy of the whole universe (RSA: How effective is this keypair-trash attack)