Earlier quoted context omitted.
It might be related to the hostility of the environment. The chips aren't radiation proof, so it is expected to have some bit flops due to radiation.
Why on earth wouldn't they use rad-proofed chips on a planet closer to the sun, with virtually no atmosphere compared to earth?
Of course they use rad-proofed chips in the rover. But using a newer Qualcomm processor instead of an ancient chip was a big part of the idea.