A Safe and Reliable Artificial Intelligence Production Deployment System

Question

This paper Practically (not in-Words or colourful images) resolves long‑standing confusion and grey areas surrounding AI and LLM safety, reliability, and governance. By providing a unified axiomatic foundation and CI/CD‑enforceable invariant, it offers a clear alternative to fragmented or inconsistent standardization efforts. The framework establishes a coherent, regulator‑grade structure that eliminates ambiguity and enables consistent, verifiable, and operationally enforceable governance across AI systems.

Author has done its part, Author have not see anything more advance than Piece of Literature! Rest depends on Public!

https://zenodo.org/records/19503518

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