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OfficeTown: A simulation framework for evolving professional agent intelligence

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In brief

  1. Simulation framework for professional organizations with autonomous AI agents.
  2. Generates realistic work data for training and evaluation.
  3. Significantly boosts performance of models like Qwen3.5-9B on external benchmarks.

OfficeTown introduces a simulation framework for modeling professional organizations where AI agents coordinate tasks, delegate assignments, and evaluate deliverables. The system generates realistic work data and trains models on professional benchmarks. Results show significant improvements over existing models.

What it changes for you

  • Public SectorEnables simulation of complex administrative processes to train agents capable of assisting public sector workers.

This summary gives you the essentials. The full article, its figures and quotes are on cs.AI updates on arXiv.org.

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