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cs.AI2026
ORACLE: Agentic AI Orchestrator Routing Via Adaptive Verifier Calibration Feedback
Ritik Raj, Souvik Kundu, Sarbartha Banerjee +3
Modern enterprise agent deployments consist of a heterogeneous pool of large language models (LLMs) having diverse capabilities and cost. Existing model routing strategies optimize…
cs.AI2025
Towards Understanding, Analyzing, and Optimizing Agentic AI Execution: A CPU-Centric Perspective
Ritik Raj, Souvik Kundu, Ishita Vohra +2
Agentic AI serving converts monolithic LLM-based inference to autonomous problem-solvers that can plan, call tools, perform reasoning, and adapt on the fly. Due to diverse task exe…