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math.OC2026
The Shadow Price of Intelligence: Quality Degradation in LLM Inference as a Supply Chain Problem
Elioth Sanabria
Large language model providers are compute constrained, and their universal response to congestion is to degrade service: route queries to smaller models, cut reasoning effort, tru…
math.OC2026
Supply Chain Analytics: A Data-Driven Approach
Elioth Sanabria
Modern supply chain networks increasingly rely on real-time data to navigate structural uncertainties, market volatility, and operational disruptions. This manuscript bridges the g…
math.OC2026
Supply Chain Networks
Elioth Sanabria
This study provides a quantitative framework for analysis of systemic demand uncertainty and risk propagation cascades across general supply chain networks. By leveraging propertie…