Part 2 of 6: You Upgraded the Judge. It Got Worse. You Kept Upgrading.
Upgrading to a smarter LLM judge from the same model family as the generator does not reduce bias — it makes it worse. When a capable model evaluates its own output, it defends wrong answers 86% of th…