deterministically encapsulated

New arXiv Paper Outlines Principles for Deterministically Encapsulated Generative Models to De-Risk AI Integration

A new manuscript on arXiv establishes foundational principles for incorporating generative models into traditional computational systems. The paper defines four specific primitives of AI blended architecture designed to enable deterministic encapsulation of probabilistic models, and identifies two overarching anti-patterns that serve as warnings for engineers. This framework aims to de-risk AI integration and provide a foundation for future generative model interfaces.