Characterizing How Complex Agentic AI Systems Handle General Tasks: A Trace-Based Simulation Study

arXiv:2606.01725 · cs.AI, cs.LG · Submitted 2026-06-01 · Read on arXiv

cs.AI, cs.LG

Submitted: 2026-06-01

Updated: 2026-10-01

Code: https://github.com/camel-ai/owl

Terminology

• Trace — 4× in this paper · explained in 2 episodes
• Agentic AI — 2× in this paper · explained in 1 episode
• Agentic System — 2× in this paper · explained in 2 episodes
• Agent Architectures — 1× in this paper · explained in 1 episode
• Agentic AI systems — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes

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