cs.MA · 2026-07-24 · No. 63
Multiagent Systems, 2026-07-24.
1 new papers in cs.MA. Titles, authors,
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01 — The papers
1 entries-
01
pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development
Chen Zhu, Xiaolu Wang, Weilong Zhang
cs.MA · cs.AI · econ.GN
In many social-science research tasks, such as economics, LLM-based agents must produce outputs for which no cheap, task-complete, machine-readable correctness signal exists. This creates a distinctive reliability problem for multi-agent systems: how should generation, critique, coordination, and human judgment be organized when no component can certify the final result? We address this problem through pAI-Econ-claude, a gated,...
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