2 papers
cs.AI2026
MASS: Deep Research for Social Sciences with Memory-Augmented Social Simulation
Yongrui Liu, Deyi Xiong
Deep Research agents powered by Large Language Models (LLMs) have exhibited extraordinary potential in automated paper writing tasks. However, existing systems rely heavily on lite…
cs.AI2026
Can LLM Agents Sustain Long-Horizon Organizational Dynamics?
Xuancheng Zhu, Yang Yue, Shuaibing Wan +4
Large language agents are increasingly used for social simulation, yet it remains unclear whether they can sustain coherent behavior in structured organizations, where goals must p…