https://research.ilang.ai/tags/ai-judgment/ Recent content in AI Judgment on I-Lang (I Language) Research Hugo -- 0.147.2 en Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/papers/missing-definition-of-right/ Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/papers/missing-definition-of-right/ Hallucination is a specification problem, not a precision problem. With four axioms, an eleven-dimension judgment vector and a fixed decision function defining what is right, 45 model deployments largely master protocol form (median 0.80) and fail protocol action (median 0.09); an inexpensive judge held to the definition agrees with written rules 68.4% → 80.9% in production. Preprint v1.1, DOI 10.5281/zenodo.22882691.