AI governance framework — semantic responsibility, self-auditing memory, council deliberation, and 3,019 tests that prove it. 語魂:讓 AI 對自己說過的話負責。
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Updated
Apr 24, 2026 - Python
AI governance framework — semantic responsibility, self-auditing memory, council deliberation, and 3,019 tests that prove it. 語魂:讓 AI 對自己說過的話負責。
Language Ontology License (LOL) is a next-gen semantic license to protect narrative structures, prompt templates, and language-based systems from unauthorized AI training, embedding, and agent chaining. Developed by Language Ontology Institute.
Enterprise AI Architect building reflexive, semantic, and adaptive systems for AI-native organizations. This portfolio showcases governed frameworks and cognitive architectures forming the foundation of a forthcoming next-generation intelligence and decision-design platform.
Normative, machine-first definition of Interpretive SEO (SEO interprétatif), aligned with the Interpretive Governance standard.
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