What survives honest evaluation? Leakage-safe, search-aware assessment of LLM-driven trading strategy discovery

By Eray Gençay

Published 2026-08-27

Everscope rating

1783.7

Relevance to quantitative trading

10 / 10

Implementation complexity

8 / 10

Reproducibility

5 / 5

About this paper

Methodology: Leakage-safe, search-aware strategy discovery and honest evaluation framework. Problem types: Algorithmic Execution, Portfolio Optimization, Risk Management, Optimization.

arXiv:2608.27734 · Code · Paper rankings

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