iLang Judge Observations (daily stream)

Every decision two production bots were about to make, judged by the iLang v5.0 reference function and published daily on Hugging Face, one line per event, without the conversation text: the eleven-dimension vector, its probabilities and confidences, the f_v5 mode, the deciding step, the model’s own direct five-class answer and whether it disagreed with the mode (an internal-consistency measure, not a second judge).

September 2026 · Long Quan Zhu