One Token to Fool LLM-as-a-Judge

exposes a major vulnerability in how large language models 1. Problem Background Modern AI training often uses LLMs as judges — meaning, instead of humans evaluating model answers, another LLM gives a score (reward).Example: “Given a question, a mod...