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Author

Emil Fuchedzhiev

Department of Political Sciences and National Security, University of Plovdiv “Paisii Hilendarski”, Plovdiv, Bulgaria
1 article in our journals

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Review ArticleOpen accessStructural Barriers to the Deployment of AI Foundation ModelsHristo Hristov, Elena Somova, Emil FuchedzhievArtificial Intelligence (AI) foundation models excel at benchmarks but are not always cost-effective or successfully deployed in enterprise systems. This paper analyzes the failures in their deployment through interconnected structural components characterized by: Economic constraints (computational costs, memory, and latency that scale with increasing use of AI model services), cognitive constraints (related to training objectives that optimize plausibility rather than … …Journal of Computer Science, Vol. 22, Issue 10 · 5 Oct 2026 · 821 accessesView PDFCite