Representation Homogeneity and Systemic Instability in AI-Dominated Financial Markets: A Structural Approach

By Yimeng Qiu, Qiwei Han

Published 2026-04-14

Everscope rating

1201.9

Relevance to quantitative trading

9 / 10

Implementation complexity

8 / 10

Reproducibility

2 / 5

About this paper

Methodology: Structural Multi-Agent Market Model with Representation-Based AI Microfoundation. Problem types: Risk Management, Market Making, Portfolio Optimization, Algorithmic Execution, Anomaly Detection.

arXiv:2604.22818 · Paper rankings

Open the interactive Everscope explorer for full analysis, charts, and paper battles.