Macro Economists in the Machine: A Multi-Agent LLM Framework for Commodity-Related ETF Portfolio Construction

By Yiqing Wang, Dehao Dai, Ding Ma, Kerui Geng

Published 2026-06-09

Everscope rating

1224.8

Relevance to quantitative trading

8 / 10

Implementation complexity

6 / 10

Reproducibility

3 / 5

About this paper

Methodology: Multi-Agent LLM Macro Interpretation Framework. Problem types: Portfolio Optimization, Risk Management, Multi-Agent Decision Making, Natural Language Processing.

arXiv:2606.08283 · Paper rankings

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