Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems

By Junyi Yao, Zihao Zheng

Published 2026-06-06

Everscope rating

1185.6

Relevance to quantitative trading

9 / 10

Implementation complexity

3 / 10

Reproducibility

4 / 5

About this paper

Methodology: Targeted Topical Review and Reproducibility Audit. Problem types: Portfolio Optimization, Algorithmic Execution, Natural Language Processing, Risk Management.

arXiv:2606.08285 · Paper rankings

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