Bighead's Algorithm Notes

Dec 18, 2025 · Artificial Intelligence

How 3S‑Trader’s Multi‑Agent Framework Optimizes Multi‑Stock Portfolios

The article reviews the 3S‑Trader framework, a training‑free multi‑LLM system that uses scoring, strategy, and selection modules to construct weekly stock portfolios, and shows that it outperforms rule‑based and deep‑learning baselines on DJIA and sector datasets with strong risk‑adjusted returns.