ORACLE: Agentic AI Orchestrator Routing Via Adaptive Verifier Calibration Feedback

arXiv:2607.22465 · cs.AI, cs.LG, cs.MA · Submitted 2026-07-24 · Read on arXiv

cs.AI, cs.LG, cs.MA

Submitted: 2026-07-24

Updated: 2026-10-01

Terminology

• Accuracy — 4× in this paper · explained in 1 episode
• Trace — 4× in this paper · explained in 2 episodes
• Agentic AI — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Verifier — 1× in this paper · explained in 2 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems