The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure Perspective

Jiin Kim, Byeongjun Shin, Jinha Chung, Minsoo Rhu. The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure Perspective. In IEEE International Symposium on High Performance Computer Architecture, HPCA 2026, Sydney, Australia, January 31 - Feb. 4, 2026. pages 1-16, IEEE, 2026. [doi]

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