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University of Texas at Austin
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LLMs can evolve entirely new languages in multi-agent settings, defying human comprehension and showcasing potential for cumulative cultural evolution.
Orchestrator agents in deep research systems are responsible for nearly 85% of citation errors, revealing a critical vulnerability in how these systems generate trustworthy reports.
