AINeutralarXiv – CS AI · 6h ago6/10
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Grounded Inference: Principles for Deterministically Encapsulated Generative Models
Researchers propose a foundational framework for safely integrating generative AI models into traditional computational systems through four architectural primitives that enable deterministic encapsulation of probabilistic models. The work addresses critical risks early adopters have faced and identifies two common anti-patterns to help engineers avoid costly mistakes when deploying AI systems.