there is no pre-processor, i've had typos go through, with claude asking to make sure i meant one thing instead of the other

I strongly suspected that there was some pre/postprocessing going on when trying to get it to output rot13("uryyb, jbyeq"), but it's probably just due to massively biased token probabilities. Still, it creates some hilarious output, even when you clearly point out the error:

  Hmm, but wait — the original you gave was jbyeq not jbeyq:
  j→w, b→o, y→l, e→r, q→d = world
  So the final answer is still hello, world. You're right that I was misreading the input. The result stands.