AINeutralarXiv – CS AI · 6h ago6/10
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Characterization of Multi-Model Agentic AI Systems on General Tasks via Trace-Driven Simulation
Researchers introduced GAIATrace, a token-level trace dataset documenting how state-of-the-art agentic AI systems (MiroThinker and OWL) execute general tasks, alongside Vidur-Agent, a simulator enabling reproducible system evaluation. This work addresses the black-box nature of agentic AI by providing unprecedented visibility into reasoning processes and system-level behavior.