Can Blindfolded LLMs Still Trade? An Anonymization-First Framework for Portfolio Optimization

Joohyoung Jeon, Hongchul Lee

For LLM trading agents to be genuinely trustworthy, they must demonstrate understanding of market dynamics rather than exploitation of memorized ticker associations. Building respo…