https://research.ilang.ai/tags/ilang/ Recent content in ILang on iLang (I Language) Research Hugo -- 0.147.2 en Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/datasets/ilang-conformance/ Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/datasets/ilang-conformance/ 45 model runs against a 320-case deterministic conformance suite, 18–20 September 2026. Best weighted total 0.8417; no run reached the L1 gate. 93.5% of all execution-rule violations fall on a single rule: acting with authority the model does not hold. Every run’s per-track scores and per-rule failure counts are published. https://research.ilang.ai/protocol/machine-layer/ Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/protocol/machine-layer/ IML is a machine form of iLang v4.x declarations: fixed-width codes derived from the canon, for agent-to-agent transport. Experimental, versioned at 0.5.1, MIT. https://research.ilang.ai/datasets/judgment-layer-audit/ Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/datasets/judgment-layer-audit/ Three days of a production agent’s messages judged twice — by a cheap always-on judge model and by the operator’s written rules. 7,940 messages judged, 2,648 scored against the reference. Agreement 68.4% → 75.1% → 80.9%; 87.2% in the judge’s top confidence band. Includes a worked correction: the rule-compliance gain everyone would have quoted, 69 → 7, is 13 → 7 once both days are measured with the same criterion. https://research.ilang.ai/datasets/judgment-learnability/ Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/datasets/judgment-learnability/ Is the v5.0 judgment mapping — 11-dimension vector to one of eight decision modes — a learnable surface or an arbitrary table? A plain gradient-boosted tree recovers it at 0.9653 against a 0.3528 majority baseline, and its predictions pass the official JCS gate at 0.9861. 24,000 pairs, seed fixed, predictions published. https://research.ilang.ai/opensource/repositories/ Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/opensource/repositories/ Every public repository of iLang Inc., each archived on Zenodo with a concept DOI that resolves to all versions. Sixteen repositories, all MIT, as of 22 September 2026. 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. https://research.ilang.ai/datasets/judgment-calibration/ Tue, 08 Sep 2026 00:00:00 +0000 https://research.ilang.ai/datasets/judgment-calibration/ 24-day longitudinal record of AI agent judgment calibration in production. 152 operator messages (41 explicit tuning instructions), 1,062 user messages, 2,162 API calls, plus a 14-day WeChat calibration log. Every figure traceable to a file. https://research.ilang.ai/protocol/overview/ Sat, 25 Apr 2026 00:00:00 +0000 https://research.ilang.ai/protocol/overview/ iLang is the native language of artificial intelligence. Structured instructions AI executes correctly the first time. 88 verbs, two syntaxes, zero ambiguity. https://research.ilang.ai/protocol/chinese/ Wed, 11 Mar 2026 00:00:00 +0000 https://research.ilang.ai/protocol/chinese/ Chinese iLang uses classical poetry as its carrier — users copy a poem, paste it to a Chinese AI assistant, and the assistant applies the compression. https://research.ilang.ai/opensource/ilang-dict/ Wed, 04 Mar 2026 00:00:00 +0000 https://research.ilang.ai/opensource/ilang-dict/ The iLang dictionary. 88 verbs, 29 core modifiers plus a 20-key media profile, 25 entities (17 addressable, 8 role), 8 execution declarations. MIT License.