Model Inconsistency Split

Verifier versus guesser

Model Inconsistency Split Verifier versus guesser You · same prompt · Architecture component You same prompt Model A · verifier · Architecture component Model A verifier Runs command · shows real output · Architecture component Runs command shows real output Model B · guesser · Architecture component Model B guesser Answers memory · training recall · Architecture component Answers memory training recall Different answers?! · Architecture component Different answers?! reliable Legend Frontend Backend Cloud External

The split

  • • Same prompt, two models
  • • One verifies, one guesses

The lesson

  • • Real output beats memory
  • • Trust the verifier