TOOL · GLOBAL
arXiv: ATLAS—multi-agent framework for LLM-based autonomous trading
Research framework (ATLAS) integrating market data, news, and fundamentals into coordinated LLM agents for trading decisions. Uses dynamic prompt optimization and multi-agent coordination to bridge feedback delays and market noise.
WHY IT MATTERS
Demonstrates end-to-end agent architecture for quantitative trading. Asset managers should review for risk governance patterns: how to audit agent reasoning, set hard limits (max position, trade size), and detect adversarial data or model drift.
Source: arXiv · 2026-05-21