AINeutralarXiv – CS AI · 10h ago6/10
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United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory
Researchers introduce CoThinker, a multi-agent LLM framework inspired by Cognitive Load Theory, which distributes computational tasks across specialized agents to overcome context limitations. The system shows performance gains on reasoning-heavy tasks but reveals coordination overhead on simpler tasks, offering principled design insights for multi-agent AI systems.