Why Better Models Can Create Riskier Systems: Evidence from LLM Agents in Financial Markets

Jillian Ross, Eric So, Zoe De Simone +2

Large language models (LLMs) are being deployed at scale in consequential real-world systems, from financial markets to content moderation to hiring. We show that improving individ…