#deterministic-systems News & Analysis

2 articles tagged with #deterministic-systems. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · Mar 46/104

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REGAL: A Registry-Driven Architecture for Deterministic Grounding of Agentic AI in Enterprise Telemetry

Researchers present REGAL, a registry-driven architecture that enables AI agents to work deterministically with enterprise telemetry data from systems like CI/CD pipelines and observability platforms. The system addresses key challenges of grounding Large Language Models on private enterprise data through structured data processing and version-controlled action spaces.

AINeutralarXiv – CS AI · Jun 196/10

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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.