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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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V. Rotkin

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Open access Sep 2026

Experimental Validation of Configurational AI Architectures

Configurable intelligent design is formalized here as the selection of a consistent configuration from interdependent alternatives under constraints of budget, quality, risk, and compatibility. It is examined not as a universal solver but as a class of domain-specific systems, each defined for a task family with explic...

R. Yavich, V. Rotkin · 0 citations
#large language models Open access Sep 2026

Hybrid Architecture of Intelligent Systems with a Deterministic Core: from Concept to Prototype

The rapid development of large language models and autonomous intelligent agents has significantly expanded the capabilities of natural language processing and decision support. However, practical implementation reveals fundamental limitations, particularly in tasks requiring computational robustness, reproducibility o...

V. Rotkin · 0 citations

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