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Automatic Model Selection Based on Task Complexity

Published in International Journal For Multidisciplinary Research • Sep 16, 2026
NobleIDNI7P706W474R572S646
Authors:
Lakshminarasimhan Santhanam

Abstract

Which solver should handle a given task — with which tools, how much verification, and what opportunity to escalate? Every AI application answers that question, and most answer it implicitly. Defaulting to a large language model spends reasoning on work that never needed it. Choosing a small model o...

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