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Serkan Balli

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Jul 2026

The Test Oracle Problem in Synthetic LLM-as-Judge Corpora: Disappearance, Distortion and a Validation Protocol

A case in which an LLM-as-judge generation step silently failed, and it is argued that the failure mode is structural rather than incidental, and a validation protocol for analysts working in the oracle-less regime that is argued describes most contemporary multilingual LLM-as-judge corpora.

Serkan Balli · 0 citations

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