#operational-stability News & Analysis

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

2 articles

AINeutralarXiv – CS AI · Mar 267/10

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The Collaboration Paradox: Why Generative AI Requires Both Strategic Intelligence and Operational Stability in Supply Chain Management

Research reveals a 'collaboration paradox' where AI agents using Large Language Models in supply chain management perform worse than non-AI baselines due to inventory hoarding behavior. The study proposes a two-layer solution combining high-level AI policy-setting with low-level collaborative execution protocols to achieve operational stability.

AINeutralarXiv – CS AI · Apr 76/10

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AI Governance Control Stack for Operational Stability: Achieving Hardened Governance in AI Systems

Researchers propose a six-layer AI Governance Control Stack for Operational Stability to ensure traceable and resilient AI system behavior in high-stakes environments. The framework integrates version control, verification, explainability logging, monitoring, drift detection, and escalation mechanisms while aligning with emerging regulatory frameworks like the EU AI Act and NIST standards.