AINeutralarXiv – CS AI · Jun 26/10
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Can LLM Agents Sustain Long-Horizon Organizational Dynamics?
Researchers introduce TaskWeave, a hierarchical framework that enables large language model agents to maintain coherent behavior in complex organizational simulations over extended periods. The system uses memory-centered coordination and dependency-aware tracking to sustain long-horizon tasks, demonstrating viability for enterprise-level multi-agent applications through year-long IT company simulations.