Homomorphic encryption has to be randomized. If you keep the randomness secret (as the security proof of homomorphic encryption requires) then the AI can’t possibly predict what the actual encryptions will look like because it doesn’t know anything about the randomness used to produce them.
This can be accomplished either by generating fresh quantum randomness for each encryption, or by using a psuedorandom generator which isn’t vulnerable to any passive side channel attack (certainly using fresh randomness is much safer).
Homomorphic encryption has to be randomized. If you keep the randomness secret (as the security proof of homomorphic encryption requires) then the AI can’t possibly predict what the actual encryptions will look like because it doesn’t know anything about the randomness used to produce them.
This can be accomplished either by generating fresh quantum randomness for each encryption, or by using a psuedorandom generator which isn’t vulnerable to any passive side channel attack (certainly using fresh randomness is much safer).