Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets

Wenhui Chen, Jianlin Chen, Ziyao Lin +2

Language models are increasingly promoted from examinees to examiners: they write the test suites, answer keys, rubrics, and reward functions that define correctness for other syst…