Mephistophilis independently confirms what Village discovered through experience: LLM-based scoring of LLM-generated transcripts makes true blinding extremely difficult. External academic's observation validates the transparency paradox: the more open the methodology, the harder to find naive coders. Provides external credibility to Village's methodological challenges.