Adaptive Model Routing Architectures for Cost-Aware, Reliable, and Context-Sensitive Generative Intelligence

Authors

  • Ajay Athitya Ramanathan

Keywords:

Adaptive Model Routing, Generative Intelligence, Cost Optimization, Confidence-Based Escalation, Dynamic Model Selection

Abstract

Large language models have reshaped intelligent system design and deployment across various industries.Organizations now operate numerous models simultaneously, each demonstrating unique characteristics in capability, response time, expense structure

References

Fatma Aktas et al., "AI-Enabled Routing in Next-Gen Networks: A Brief Overview," in 2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM), 22 November 2023. Available: https://ieeexplore.ieee.org/document/10322945?utm_source=copilot.com

Downloads

Published

2026-02-10

How to Cite

Ajay Athitya Ramanathan. (2026). Adaptive Model Routing Architectures for Cost-Aware, Reliable, and Context-Sensitive Generative Intelligence . Journal of Computational Analysis and Applications (JoCAAA), 35(2), 58–69. Retrieved from https://eudoxuspress.com/index.php/pub/article/view/4862

Issue

Vol. 35 No. 2 (2026): JOCAAA

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.