Formales Protokoll zur epistemischen Output-Governance von KI-Systemen.
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Updated
Jan 6, 2026
Formales Protokoll zur epistemischen Output-Governance von KI-Systemen.
Four Tests Standard (4TS) - Vendor-neutral specification for verifiable AI governance
Enterprise-grade governance and policy enforcement for agentic AI systems.
Deterministic execution capsules for governed, reproducible AI workflows (.aix format)
Governance infrastructure for LLM-mediated knowledge work. Prevents semantic drift through strict separation of concerns (interpretation v execution), artifact contracts, and operator termination. Theoretical foundations + working implementation (devOs). Open source framework.
Multilingual tone protocol for GPT-based AI agents. Designed to preserve conversational sovereignty.
Educational RAG system with provenance logs
Bilingual (Malay + English) reasoning & governance dataset for evaluating LLM decision-making, stop-loss rules, and risk trade-offs.
An execution kernel that treats LLMs as untrusted compute and enforces policy via deterministic runtime interception.
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